RankingValue
Quality at a price
Explore the cost of performance. Capability scores and eligibility stay unchanged. Open the Value leaderboard →
Experimental · 164 of 398 eligible configurations have published rates; 89 have complete workload usage. See coverage gaps.
Capability quality vs. AA workload cost
Cost per weighted AA v4.3 task, using measured tokens and collected prices. Includes reasoning and cache treatment. Reviewed fallback token fractions and fallback prices are included. Incomplete workloads and unresolved routing stay unpriced. This is not a universal task cost.
89 configurations within budget · 89 comparable costs · All 398 eligible configurations on Capability →
USD per AA workload task · logarithmic scale
| Configuration | Capability | USD / unit | Comparison |
|---|---|---|---|
| Claude Fable 5.1 · MaxAnthropic · Independent corroboration | 85.8 | $7.62971Price evidenceUSD / million tokens: input 10, output 50. Collected 2026-09-11. input: $0.25859 · cacheHit: $1.60309 · cacheWrite: $1.86466 · reasoning: $2.35995 · answer: $1.54341 Includes published fallback token fractions priced at claude-opus-4-8 rates. | On the frontier |
| GPT-6 Astra · XHighOpenAI · Independent corroboration | 83.1 | $2.3088Price evidenceUSD / million tokens: input 10, output 50. Collected 2026-09-11. input: $0.21705 · cacheHit: $0.72371 · cacheWrite: $0.52298 · reasoning: $0.42912 · answer: $0.41593 | On the frontier |
| GPT-6 Astra · HighOpenAI · Independent corroboration | 80.8 | $1.72143Price evidenceUSD / million tokens: input 10, output 50. Collected 2026-09-11. input: $0.21694 · cacheHit: $0.50187 · cacheWrite: $0.41288 · reasoning: $0.23538 · answer: $0.35436 | On the frontier |
| GPT-6 Astra · MediumOpenAI · Independent corroboration | 79.6 | $1.54065Price evidenceUSD / million tokens: input 10, output 50. Collected 2026-09-11. input: $0.21687 · cacheHit: $0.48045 · cacheWrite: $0.36385 · reasoning: $0.17109 · answer: $0.30839 | On the frontier |
| GPT-6 Astra · MaxOpenAI · Independent corroboration | 77.6 | $3.2575Price evidenceUSD / million tokens: input 10, output 50. Collected 2026-09-11. input: $0.215 · cacheHit: $0.98129 · cacheWrite: $0.70093 · reasoning: $0.83456 · answer: $0.52571 | Cheaper, equal-or-better option exists |
| Claude Opus 5 · MediumAnthropic · Independent corroboration | 75.7 | $2.18948Price evidenceUSD / million tokens: input 5, output 25. Collected 2026-09-11. input: $0.1289 · cacheHit: $1.00873 · cacheWrite: $0.32742 · reasoning: $0.37172 · answer: $0.35271 | Cheaper, equal-or-better option exists |
| Claude Fable 5.1 · XHighAnthropic · Independent corroboration | 75.3 | $5.9783Price evidenceUSD / million tokens: input 10, output 50. Collected 2026-09-11. input: $0.25706 · cacheHit: $1.19457 · cacheWrite: $1.50608 · reasoning: $1.70144 · answer: $1.31916 Includes published fallback token fractions priced at claude-opus-4-8 rates. | Cheaper, equal-or-better option exists |
| Claude Opus 5 · XHighAnthropic · Independent corroboration | 73.3 | $4.87784Price evidenceUSD / million tokens: input 5, output 25. Collected 2026-09-11. input: $0.12909 · cacheHit: $2.57572 · cacheWrite: $0.65666 · reasoning: $0.87488 · answer: $0.6415 | Cheaper, equal-or-better option exists |
| Claude Opus 5 · HighAnthropic · Independent corroboration | 72.4 | $3.61327Price evidenceUSD / million tokens: input 5, output 25. Collected 2026-09-11. input: $0.12887 · cacheHit: $1.81724 · cacheWrite: $0.51117 · reasoning: $0.6352 · answer: $0.52079 | Cheaper, equal-or-better option exists |
| Claude Fable 5.1 · HighAnthropic · Independent corroboration | 72.2 | $3.91253Price evidenceUSD / million tokens: input 10, output 50. Collected 2026-09-11. input: $0.25635 · cacheHit: $0.70074 · cacheWrite: $1.05378 · reasoning: $0.93016 · answer: $0.97149 Includes published fallback token fractions priced at claude-opus-4-8 rates. | Cheaper, equal-or-better option exists |
| GPT-5.6 Sol · XHighOpenAI · Independent corroboration | 72.0 | $1.18436Price evidenceUSD / million tokens: input 4, output 20. Collected 2026-09-11. input: $0.08274 · cacheHit: $0.45489 · cacheWrite: $0.2552 · reasoning: $0.20252 · answer: $0.18901 | On the frontier |
| Claude Fable 5.1 · MediumAnthropic · Independent corroboration | 70.8 | $2.9826Price evidenceUSD / million tokens: input 10, output 50. Collected 2026-09-11. input: $0.25604 · cacheHit: $0.50212 · cacheWrite: $0.83148 · reasoning: $0.60339 · answer: $0.78956 Includes published fallback token fractions priced at claude-opus-4-8 rates. | Cheaper, equal-or-better option exists |
| Muse Spark 1.3 · XHighMeta · Independent corroboration | 70.3 | $1.36779Price evidenceUSD / million tokens: input 1.25, output 4.25. Collected 2026-09-11. input: $0.02242 · cacheHit: $0.70536 · cacheWrite: $0.40833 · reasoning: $0.13827 · answer: $0.09341 | Cheaper, equal-or-better option exists |
| Gemini 3.8 Flash · MediumGoogle · Independent corroboration | 70.0 | $0.93104Price evidenceUSD / million tokens: input 0.75, output 3.75. Collected 2026-09-11. input: $0.01114 · cacheHit: $0.30123 · cacheWrite: $0.42142 · reasoning: $0.10108 · answer: $0.09616 | On the frontier |
| GPT-5.6 Sol · MaxOpenAI · Independent corroboration | 69.8 | $1.98846Price evidenceUSD / million tokens: input 4, output 20. Collected 2026-09-11. input: $0.08607 · cacheHit: $0.98983 · cacheWrite: $0.32637 · reasoning: $0.34561 · answer: $0.24058 | Cheaper, equal-or-better option exists |
| GPT-6 Astra · LowOpenAI · Independent corroboration | 69.2 | $0.81751Price evidenceUSD / million tokens: input 10, output 50. Collected 2026-09-11. input: $0.21657 · cacheHit: $0.18536 · cacheWrite: $0.19394 · reasoning: $0.04688 · answer: $0.17475 | On the frontier |
| Claude Fable 5 · MaxAnthropic · Independent corroboration | 69.0 | $8.74596Price evidenceUSD / million tokens: input 10, output 50. Collected 2026-09-11. input: $0.25291 · cacheHit: $3.86073 · cacheWrite: $1.32247 · reasoning: $2.22613 · answer: $1.08371 Includes published fallback token fractions priced at claude-opus-4-8 rates. | Cheaper, equal-or-better option exists |
| Claude Opus 5 · MaxAnthropic · Independent corroboration | 69.0 | $5.8584Price evidenceUSD / million tokens: input 5, output 25. Collected 2026-09-11. input: $0.12917 · cacheHit: $3.15543 · cacheWrite: $0.76101 · reasoning: $1.06982 · answer: $0.74297 | Cheaper, equal-or-better option exists |
| Gemini 3.8 Flash · HighGoogle · Independent corroboration | 68.9 | $1.24279Price evidenceUSD / million tokens: input 0.75, output 3.75. Collected 2026-09-11. input: $0.01071 · cacheHit: $0.40647 · cacheWrite: $0.55935 · reasoning: $0.16023 · answer: $0.10603 | Cheaper, equal-or-better option exists |
| GPT-5.6 Sol · HighOpenAI · Independent corroboration | 66.4 | $0.80798Price evidenceUSD / million tokens: input 4, output 20. Collected 2026-09-11. input: $0.0816 · cacheHit: $0.27763 · cacheWrite: $0.18376 · reasoning: $0.11751 · answer: $0.14749 | On the frontier |
| Claude Fable 5.1 · LowAnthropic · Independent corroboration | 65.5 | $2.37103Price evidenceUSD / million tokens: input 10, output 50. Collected 2026-09-11. input: $0.25565 · cacheHit: $0.37116 · cacheWrite: $0.6682 · reasoning: $0.41407 · answer: $0.66195 Includes published fallback token fractions priced at claude-opus-4-8 rates. | Cheaper, equal-or-better option exists |
| Grok 4.6 · HighxAI · Independent corroboration | 62.4 | $1.85894Price evidenceUSD / million tokens: input 2, output 6. Collected 2026-09-11. input: $0.03275 · cacheHit: $0.7729 · cacheWrite: $0.83828 · reasoning: $0.11269 · answer: $0.10232 | Cheaper, equal-or-better option exists |
| Kimi K3 · MaxMoonshot · Independent corroboration | 62.0 | $2.00013Price evidenceUSD / million tokens: input 3, output 15. Collected 2026-09-11. input: $0.06618 · cacheHit: $0.80185 · cacheWrite: $0.40528 · reasoning: $0.4868 · answer: $0.24003 | Cheaper, equal-or-better option exists |
| Grok 4.6 · MediumxAI · Independent corroboration | 59.6 | $1.49632Price evidenceUSD / million tokens: input 2, output 6. Collected 2026-09-11. input: $0.03296 · cacheHit: $0.53716 · cacheWrite: $0.75541 · reasoning: $0.08255 · answer: $0.08825 | Cheaper, equal-or-better option exists |
| Gemini 3.7 Flash · HighGoogle · Independent corroboration | 57.6 | $0.92534Price evidenceUSD / million tokens: input 0.75, output 3.75. Collected 2026-09-11. input: $0.01111 · cacheHit: $0.28605 · cacheWrite: $0.40923 · reasoning: $0.0796 · answer: $0.13935 | Cheaper, equal-or-better option exists |
| GLM-5.3 · MaxZ.ai · Independent corroboration | 57.5 | $2.00564Price evidenceUSD / million tokens: input 1.4, output 4.4. Collected 2026-09-11. input: $0.01345 · cacheHit: $1.52185 · cacheWrite: $0.15737 · reasoning: $0.21441 · answer: $0.09855 | Cheaper, equal-or-better option exists |
| Muse Spark 1.3 · MaxMeta · One independent quality source | 56.2 | $1.60489Price evidenceUSD / million tokens: input 1.25, output 4.25. Collected 2026-09-11. input: $0.02248 · cacheHit: $0.84315 · cacheWrite: $0.48341 · reasoning: $0.14504 · answer: $0.11082 | Cheaper, equal-or-better option exists |
| GPT-5.6 Terra · MaxOpenAI · Independent corroboration | 54.7 | $1.39872Price evidenceUSD / million tokens: input 2, output 12. Collected 2026-09-11. input: $0.0454 · cacheHit: $0.65955 · cacheWrite: $0.22701 · reasoning: $0.31253 · answer: $0.15424 | Cheaper, equal-or-better option exists |
| Grok 4.6 · XHighxAI · Independent corroboration | 54.7 | $2.32369Price evidenceUSD / million tokens: input 2, output 6. Collected 2026-09-11. input: $0.03295 · cacheHit: $0.87067 · cacheWrite: $1.19441 · reasoning: $0.11881 · answer: $0.10684 | Cheaper, equal-or-better option exists |
| GPT-5.6 Sol · MediumOpenAI · Independent corroboration | 47.8 | $0.50499Price evidenceUSD / million tokens: input 4, output 20. Collected 2026-09-11. input: $0.08156 · cacheHit: $0.14821 · cacheWrite: $0.11775 · reasoning: $0.05324 · answer: $0.10424 | On the frontier |
| GPT-5.6 Terra · XHighOpenAI · Independent corroboration | 45.6 | $0.63179Price evidenceUSD / million tokens: input 2, output 12. Collected 2026-09-11. input: $0.04139 · cacheHit: $0.21825 · cacheWrite: $0.12775 · reasoning: $0.13814 · answer: $0.10627 | Cheaper, equal-or-better option exists |
| Muse Spark 1.2 · XHighMeta · Independent corroboration | 45.6 | $0.97469Price evidenceUSD / million tokens: input 1.25, output 4.25. Collected 2026-09-11. input: $0.0228 · cacheHit: $0.47683 · cacheWrite: $0.27161 · reasoning: $0.09631 · answer: $0.10716 | Cheaper, equal-or-better option exists |
| Qwen 3.8-Max · ReasoningQwen · One independent quality source | 45.2 | $2.66998Price evidenceUSD / million tokens: input 2, output 6. Collected 2026-09-11. input: $0.03907 · cacheHit: $1.39938 · cacheWrite: $0.85484 · reasoning: $0.26157 · answer: $0.11512 | Cheaper, equal-or-better option exists |
| Claude Opus 5 · LowAnthropic · Independent corroboration | 45.0 | $1.0983Price evidenceUSD / million tokens: input 5, output 25. Collected 2026-09-11. input: $0.12849 · cacheHit: $0.4255 · cacheWrite: $0.17762 · reasoning: $0.1636 · answer: $0.2031 | Cheaper, equal-or-better option exists |
| DeepSeek V4-Pro 0813 · MaxDeepSeek · Independent corroboration | 44.8 | $0.67402Price evidenceUSD / million tokens: input 1.32, output 3.96. Collected 2026-09-11. input: $0.01312 · cacheHit: $0.26752 · cacheWrite: $0.17497 · reasoning: $0.15113 · answer: $0.06728 | Cheaper, equal-or-better option exists |
| Qwen3.8-2.4T-A95B · ReasoningQwen · One independent quality source | 43.5 | $2.15516Price evidenceUSD / million tokens: input 2, output 6. Collected 2026-09-11. input: $0.01959 · cacheHit: $1.22438 · cacheWrite: $0.50011 · reasoning: $0.27982 · answer: $0.13127 | Cheaper, equal-or-better option exists |
| GLM-5.3-Flash · ReasoningZ.ai · One independent quality source | 42.1 | $0.25326Price evidenceUSD / million tokens: input 0.15, output 0.5. Collected 2026-09-11. input: $0.0033 · cacheHit: $0.19718 · cacheWrite: $0.01845 · reasoning: $0.02332 · answer: $0.01101 | On the frontier |
| GPT-5.6 Luna · MaxOpenAI · Independent corroboration | 40.7 | $0.1783Price evidenceUSD / million tokens: input 0.2, output 1.2. Collected 2026-09-11. input: $0.00464 · cacheHit: $0.09774 · cacheWrite: $0.02643 · reasoning: $0.03372 · answer: $0.01576 | On the frontier |
| Qwen3.8-Flash-Next · ReasoningQwen · One independent quality source | 40.7 | $0.37218Price evidenceUSD / million tokens: input 0.15, output 0.47. Collected 2026-09-11. input: $0.00267 · cacheHit: $0.2718 · cacheWrite: $0.047 · reasoning: $0.03375 · answer: $0.01696 | Cheaper, equal-or-better option exists |
| GPT-5.6 Luna · XHighOpenAI · Independent corroboration | 40.4 | $0.08534Price evidenceUSD / million tokens: input 0.2, output 1.2. Collected 2026-09-11. input: $0.00419 · cacheHit: $0.03783 · cacheWrite: $0.01497 · reasoning: $0.01767 · answer: $0.01068 | On the frontier |
| GPT-5.6 Terra · HighOpenAI · Independent corroboration | 40.1 | $0.33787Price evidenceUSD / million tokens: input 2, output 12. Collected 2026-09-11. input: $0.04135 · cacheHit: $0.08693 · cacheWrite: $0.07406 · reasoning: $0.0653 · answer: $0.07023 | Cheaper, equal-or-better option exists |
| Gemini 3.6 Flash · HighGoogle · Independent corroboration | 39.1 | $0.92884Price evidenceUSD / million tokens: input 0.75, output 3.75. Collected 2026-09-11. input: $0.0111 · cacheHit: $0.44734 · cacheWrite: $0.31438 · reasoning: $0.07523 · answer: $0.08079 | Cheaper, equal-or-better option exists |
| Claude Sonnet 5 · MaxAnthropic · Independent corroboration | 38.0 | $5.09116Price evidenceUSD / million tokens: input 2, output 10. Collected 2026-09-11. input: $0.05157 · cacheHit: $3.13449 · cacheWrite: $0.72724 · reasoning: $0.88392 · answer: $0.29395 | Cheaper, equal-or-better option exists |
| Grok-4.5 · HighxAI · Independent corroboration | 37.3 | $1.03646Price evidenceUSD / million tokens: input 2, output 6. Collected 2026-09-11. input: $0.03272 · cacheHit: $0.27916 · cacheWrite: $0.56327 · reasoning: $0.05869 · answer: $0.10261 | Cheaper, equal-or-better option exists |
| DeepSeek-V4-Flash-0731 · MaxDeepSeek · Independent corroboration | 37.1 | $0.21964Price evidenceUSD / million tokens: input 0.44, output 1.32. Collected 2026-09-11. input: $0.00382 · cacheHit: $0.0607 · cacheWrite: $0.07322 · reasoning: $0.06003 · answer: $0.02188 | Cheaper, equal-or-better option exists |
| DeepSeek V4-Pro 0424 · MaxDeepSeek · One independent quality source | 34.9 | $0.12152Price evidenceUSD / million tokens: input 0.435, output 0.87. Collected 2026-09-11. input: $0.00386 · cacheHit: $0.01911 · cacheWrite: $0.05601 · reasoning: $0.02848 · answer: $0.01406 | Cheaper, equal-or-better option exists |
| Qwen3.8-27B · XHighQwen · One independent quality source | 34.2 | $0.82019Price evidenceUSD / million tokens: input 0.5, output 3. Collected 2026-09-11. input: $0.00941 · cacheHit: $0.1873 · cacheWrite: $0.42314 · reasoning: $0.14307 · answer: $0.05727 | Cheaper, equal-or-better option exists |
| GPT-5.6 Sol · LowOpenAI · Independent corroboration | 32.4 | $0.26064Price evidenceUSD / million tokens: input 4, output 20. Collected 2026-09-11. input: $0.08149 · cacheHit: $0.03976 · cacheWrite: $0.05991 · reasoning: $0.01674 · answer: $0.06274 | Cheaper, equal-or-better option exists |
| Gemini 3.1 Pro · ReasoningGoogle · One independent quality source | 32.4 | $0.67473Price evidenceUSD / million tokens: input 2, output 12. Collected 2026-09-11. input: $0.02829 · cacheHit: $0.21247 · cacheWrite: $0.21662 · reasoning: $0.14988 · answer: $0.06747 | Cheaper, equal-or-better option exists |
| Claude Sonnet 5 · HighAnthropic · Independent corroboration | 31.5 | $1.79247Price evidenceUSD / million tokens: input 2, output 10. Collected 2026-09-11. input: $0.05132 · cacheHit: $1.01209 · cacheWrite: $0.28565 · reasoning: $0.28015 · answer: $0.16326 | Cheaper, equal-or-better option exists |
| Claude Sonnet 5 · MediumAnthropic · Independent corroboration | 30.2 | $0.99911Price evidenceUSD / million tokens: input 2, output 10. Collected 2026-09-11. input: $0.05142 · cacheHit: $0.50677 · cacheWrite: $0.16754 · reasoning: $0.15441 · answer: $0.11896 | Cheaper, equal-or-better option exists |
| GPT-5.6 Luna · HighOpenAI · Independent corroboration | 27.3 | $0.04398Price evidenceUSD / million tokens: input 0.2, output 1.2. Collected 2026-09-11. input: $0.00431 · cacheHit: $0.01429 · cacheWrite: $0.00874 · reasoning: $0.00868 · answer: $0.00796 | On the frontier |
| Kimi-K2.7-Code · ReasoningMoonshot · One independent quality source | 26.9 | $0.54119Price evidenceUSD / million tokens: input 0.95, output 4. Collected 2026-09-11. input: $0.01525 · cacheHit: $0.33674 · cacheWrite: $0.06966 · reasoning: $0.07672 · answer: $0.04282 | Cheaper, equal-or-better option exists |
| Hy3 · ReasoningTencent · One independent quality source | 26.4 | $0.07175Price evidenceUSD / million tokens: input 0.136, output 0.554. Collected 2026-09-11. input: $0.00122 · cacheHit: $0.03501 · cacheWrite: $0.00994 · reasoning: $0.01984 · answer: $0.00574 | Cheaper, equal-or-better option exists |
| MiniMax-M3 · ReasoningMiniMax · One independent quality source | 25.1 | $0.50761Price evidenceUSD / million tokens: input 0.3, output 1.2. Collected 2026-09-11. input: $0.00663 · cacheHit: $0.35569 · cacheWrite: $0.08746 · reasoning: $0.02618 · answer: $0.03165 | Cheaper, equal-or-better option exists |
| Qwen3.7-plus · ReasoningQwen · One independent quality source | 24.2 | $0.32527Price evidenceUSD / million tokens: input 0.4, output 1.6. Collected 2026-09-11. input: $0.00767 · cacheHit: $0.01816 · cacheWrite: $0.24129 · reasoning: $0.04028 · answer: $0.01788 | Cheaper, equal-or-better option exists |
| Grok 4.6 · LowxAI · Independent corroboration | 24.0 | $0.47529Price evidenceUSD / million tokens: input 2, output 6. Collected 2026-09-11. input: $0.03293 · cacheHit: $0.15162 · cacheWrite: $0.22915 · reasoning: $0.01476 · answer: $0.04682 | Cheaper, equal-or-better option exists |
| Claude Sonnet 5 · LowAnthropic · Independent corroboration | 23.1 | $0.50875Price evidenceUSD / million tokens: input 2, output 10. Collected 2026-09-11. input: $0.05 · cacheHit: $0.21527 · cacheWrite: $0.0918 · reasoning: $0.071 · answer: $0.08068 | Cheaper, equal-or-better option exists |
| MiMo-V2.5-Pro · ReasoningXiaomi · One independent quality source | 20.8 | $0.05407Price evidenceUSD / million tokens: input 0.435, output 0.87. Collected 2026-09-11. input: $0.00466 · cacheHit: $0.00517 · cacheWrite: $0.01824 · reasoning: $0.01558 · answer: $0.01042 | Cheaper, equal-or-better option exists |
| Qwen3.5-397B-A17B · ReasoningQwen · One independent quality source | 19.4 | $0.47458Price evidenceUSD / million tokens: input 0.6, output 3.6. Collected 2026-09-11. input: $0.00818 · cacheHit: $0.00 · cacheWrite: $0.3992 · reasoning: $0.03147 · answer: $0.03573 | Cheaper, equal-or-better option exists |
| Qwen3.8-27B · MediumQwen · One independent quality source | 18.8 | $0.90342Price evidenceUSD / million tokens: input 0.5, output 3. Collected 2026-09-11. input: $0.00923 · cacheHit: $0.22965 · cacheWrite: $0.5087 · reasoning: $0.09663 · answer: $0.0592 | Cheaper, equal-or-better option exists |
| GPT-5.6 Terra · LowOpenAI · Independent corroboration | 18.4 | $0.14446Price evidenceUSD / million tokens: input 2, output 12. Collected 2026-09-11. input: $0.04303 · cacheHit: $0.02294 · cacheWrite: $0.03204 · reasoning: $0.01228 · answer: $0.03417 | Cheaper, equal-or-better option exists |
| GPT-5.6 Terra · MediumOpenAI · Independent corroboration | 18.0 | $0.18337Price evidenceUSD / million tokens: input 2, output 12. Collected 2026-09-11. input: $0.04306 · cacheHit: $0.03314 · cacheWrite: $0.04143 · reasoning: $0.02253 · answer: $0.04321 | Cheaper, equal-or-better option exists |
| Gemini 3.5 Flash-Lite · ReasoningGoogle · One independent quality source | 17.3 | $0.12353Price evidenceUSD / million tokens: input 0.3, output 2.5. Collected 2026-09-11. input: $0.00442 · cacheHit: $0.02109 · cacheWrite: $0.05425 · reasoning: $0.02601 · answer: $0.01775 | Cheaper, equal-or-better option exists |
| Qwen3.6-27B · ReasoningQwen · One independent quality source | 17.2 | $0.62124Price evidenceUSD / million tokens: input 0.6, output 3.6. Collected 2026-09-11. input: $0.00858 · cacheHit: $0.00 · cacheWrite: $0.49642 · reasoning: $0.0678 · answer: $0.04844 | Cheaper, equal-or-better option exists |
| Qwen3.8-27B · LowQwen · One independent quality source | 16.7 | $0.83401Price evidenceUSD / million tokens: input 0.5, output 3. Collected 2026-09-11. input: $0.00942 · cacheHit: $0.21421 · cacheWrite: $0.4741 · reasoning: $0.07758 · answer: $0.0587 | Cheaper, equal-or-better option exists |
| NVIDIA Nemotron 3 Ultra · ReasoningNVIDIA · One independent quality source | 16.2 | $0.58481Price evidenceUSD / million tokens: input 0.6, output 2.6. Collected 2026-09-11. input: $0.00587 · cacheHit: $0.06764 · cacheWrite: $0.43755 · reasoning: $0.03913 · answer: $0.03462 | Cheaper, equal-or-better option exists |
| MiMo-V2.5 · ReasoningXiaomi · One independent quality source | 15.4 | $0.01907Price evidenceUSD / million tokens: input 0.14, output 0.28. Collected 2026-09-11. input: $0.00146 · cacheHit: $0.00337 · cacheWrite: $0.00558 · reasoning: $0.0056 · answer: $0.00306 | On the frontier |
| Qwen3.5-122B-A10B · ReasoningQwen · One independent quality source | 14.4 | $0.32475Price evidenceUSD / million tokens: input 0.4, output 3.2. Collected 2026-09-11. input: $0.00549 · cacheHit: $0.00 · cacheWrite: $0.26449 · reasoning: $0.02327 · answer: $0.0315 | Cheaper, equal-or-better option exists |
| GPT-5.6 Luna · MediumOpenAI · Independent corroboration | 12.8 | $0.0156Price evidenceUSD / million tokens: input 0.2, output 1.2. Collected 2026-09-11. input: $0.00434 · cacheHit: $0.00263 · cacheWrite: $0.00325 · reasoning: $0.00186 · answer: $0.00352 | On the frontier |
| Qwen3.6-35B-A3B · ReasoningQwen · One independent quality source | 12.4 | $0.47505Price evidenceUSD / million tokens: input 0.375, output 2.25. Collected 2026-09-11. input: $0.00472 · cacheHit: $0.00 · cacheWrite: $0.3925 · reasoning: $0.02814 · answer: $0.0497 | Cheaper, equal-or-better option exists |
| GPT-5.6 Luna · LowOpenAI · Independent corroboration | 12.1 | $0.00983Price evidenceUSD / million tokens: input 0.2, output 1.2. Collected 2026-09-11. input: $0.0043 · cacheHit: $0.00081 · cacheWrite: $0.0017 · reasoning: $0.00067 · answer: $0.00235 | On the frontier |
| Mistral Medium 3.5 · ReasoningMistral · One independent quality source | 10.3 | $0.43697Price evidenceUSD / million tokens: input 1.5, output 7.5. Collected 2026-09-11. input: $0.01621 · cacheHit: $0.12533 · cacheWrite: $0.09979 · reasoning: $0.10515 · answer: $0.09049 | Cheaper, equal-or-better option exists |
| NVIDIA-Nemotron-3-Super-120B-A12B-BF16 · ReasoningNVIDIA · One independent quality source | 8.4 | $1.05999Price evidenceUSD / million tokens: input 0.1925, output 0.65. Collected 2026-09-11. input: $0.00132 · cacheHit: $0.00 · cacheWrite: $0.98468 · reasoning: $0.04359 · answer: $0.0304 | Cheaper, equal-or-better option exists |
| Claude Haiku 4.5 · ReasoningAnthropic · One independent quality source | 7.5 | $0.20771Price evidenceUSD / million tokens: input 1, output 5. Collected 2026-09-11. input: $0.01347 · cacheHit: $0.04204 · cacheWrite: $0.05979 · reasoning: $0.03832 · answer: $0.0541 | Cheaper, equal-or-better option exists |
| Grok-4.3 · Non-reasoningxAI · One independent quality source | 6.4 | $0.13744Price evidenceUSD / million tokens: input 1.25, output 2.5. Collected 2026-09-11. input: $0.02062 · cacheHit: $0.0564 · cacheWrite: $0.03762 · reasoning: $0.00 · answer: $0.0228 | Cheaper, equal-or-better option exists |
| NVIDIA-Nemotron-3-Nano-30B-A3B-BF16 · ReasoningNVIDIA · One independent quality source | 5.9 | $0.01675Price evidenceUSD / million tokens: input 0.05, output 0.2. Collected 2026-09-11. input: $0.00046 · cacheHit: $0.00 · cacheWrite: $0.0109 · reasoning: $0.00479 · answer: $0.0006 | Cheaper, equal-or-better option exists |
| NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16 · ReasoningNVIDIA · One independent quality source | 5.2 | $0.0931Price evidenceUSD / million tokens: input 0.06, output 0.2. Collected 2026-09-11. input: $0.00061 · cacheHit: $0.00 · cacheWrite: $0.08513 · reasoning: $0.0034 · answer: $0.00396 | Cheaper, equal-or-better option exists |
| Mistral Small 4 · ReasoningMistral · One independent quality source | 5.1 | $0.04507Price evidenceUSD / million tokens: input 0.15, output 0.6. Collected 2026-09-11. input: $0.00097 · cacheHit: $0.00 · cacheWrite: $0.03547 · reasoning: $0.00565 · answer: $0.00298 | Cheaper, equal-or-better option exists |
| Solar Pro 3 · ReasoningUpstage · One independent quality source | 4.9 | $0.07943Price evidenceUSD / million tokens: input 0.15, output 0.6. Collected 2026-09-11. input: $0.00129 · cacheHit: $0.00605 · cacheWrite: $0.04641 · reasoning: $0.0175 · answer: $0.00818 | Cheaper, equal-or-better option exists |
| Qwen3-Coder-Next · Non-reasoningQwen · One independent quality source | 4.7 | $0.55171Price evidenceUSD / million tokens: input 0.35, output 1.2. Collected 2026-09-11. input: $0.00357 · cacheHit: $0.00 · cacheWrite: $0.52997 · reasoning: $0.00 · answer: $0.01817 | Cheaper, equal-or-better option exists |
| gpt-oss-120b · HighOpenAI · Independent corroboration | 4.5 | $0.10742Price evidenceUSD / million tokens: input 0.15, output 0.595. Collected 2026-09-11. input: $0.0013 · cacheHit: $0.00 · cacheWrite: $0.09009 · reasoning: $0.00898 · answer: $0.00706 | Cheaper, equal-or-better option exists |
| gpt-oss-20b · HighOpenAI · Independent corroboration | 4.1 | $0.01133Price evidenceUSD / million tokens: input 0.060000000000000005, output 0.19. Collected 2026-09-11. input: $0.00051 · cacheHit: $0.00 · cacheWrite: $0.00738 · reasoning: $0.00306 · answer: $0.00038 | Cheaper, equal-or-better option exists |
| Mistral Large 3 · Non-reasoningMistral · One independent quality source | 3.6 | $0.10437Price evidenceUSD / million tokens: input 0.5, output 1.5. Collected 2026-09-11. input: $0.00555 · cacheHit: $0.00 · cacheWrite: $0.09047 · reasoning: $0.00 · answer: $0.00835 | Cheaper, equal-or-better option exists |
| Llama 4 Maverick · Non-reasoningMeta · One independent quality source | 3.0 | $0.03974Price evidenceUSD / million tokens: input 0.26, output 0.9099999999999999. Collected 2026-09-11. input: $0.00143 · cacheHit: $0.00 · cacheWrite: $0.03645 · reasoning: $0.00 · answer: $0.00186 | Cheaper, equal-or-better option exists |
| Ministral 3 14B · Non-reasoningMistral · One independent quality source | 2.0 | $0.13923Price evidenceUSD / million tokens: input 0.2, output 0.2. Collected 2026-09-11. input: $0.00225 · cacheHit: $0.00 · cacheWrite: $0.13578 · reasoning: $0.00 · answer: $0.0012 | Cheaper, equal-or-better option exists |
| Llama-4-Scout-17B-16E-Instruct · Non-reasoningMeta · One independent quality source | 1.6 | $0.11838Price evidenceUSD / million tokens: input 0.19, output 0.6799999999999999. Collected 2026-09-11. input: $0.00042 · cacheHit: $0.00 · cacheWrite: $0.11665 · reasoning: $0.00 · answer: $0.0013 | Cheaper, equal-or-better option exists |
| Ministral 3 8B · Non-reasoningMistral · One independent quality source | 1.5 | $0.06552Price evidenceUSD / million tokens: input 0.15, output 0.15. Collected 2026-09-11. input: $0.00172 · cacheHit: $0.00 · cacheWrite: $0.06261 · reasoning: $0.00 · answer: $0.00118 | Cheaper, equal-or-better option exists |
| Ministral 3 3B · Non-reasoningMistral · One independent quality source | 1.2 | $0.04229Price evidenceUSD / million tokens: input 0.1, output 0.1. Collected 2026-09-11. input: $0.00089 · cacheHit: $0.00 · cacheWrite: $0.0401 · reasoning: $0.00 · answer: $0.00131 | Cheaper, equal-or-better option exists |
Coverage gaps · 309 configurations without a comparable cost
These models remain eligible on Capability. Missing, historical or unmapped prices and incomplete usage do not become invented task costs.
- Claude Fable 5 · High: No current, exact configuration price mapping in this collection.
- Claude Fable 5 · Medium: No current, exact configuration price mapping in this collection.
- Claude Fable 5 · XHigh: No current, exact configuration price mapping in this collection.
- GPT-5.5 Pro · XHigh: No current, exact configuration price mapping in this collection.
- Gemini 3.7 Flash · Medium: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Claude Fable 5 · Low: No current, exact configuration price mapping in this collection.
- GPT-5.5 · XHigh: No current, exact configuration price mapping in this collection.
- GPT-5.5 · High: No current, exact configuration price mapping in this collection.
- Claude Opus 4.8 · Max: No current, exact configuration price mapping in this collection.
- Qwen 3.8-Max · XHigh: No current, exact configuration price mapping in this collection.
- Claude Opus 4.8 · XHigh: No current, exact configuration price mapping in this collection.
- Claude Opus 4.8 · High: No current, exact configuration price mapping in this collection.
- GPT-5.5 · Medium: No current, exact configuration price mapping in this collection.
- Claude Opus 4.8 · Medium: No current, exact configuration price mapping in this collection.
- Claude Opus 4.6 · Max: No current, exact configuration price mapping in this collection.
- Gemini 3.7 Flash · Low: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Muse Spark 1.1 · XHigh: No current, exact configuration price mapping in this collection.
- Claude Sonnet 5 · XHigh: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Gemini 3.5 Flash · High: No current, exact configuration price mapping in this collection.
- Gemini 3.5 Flash · Low: No current, exact configuration price mapping in this collection.
- Gemini 3.8 Flash · Low: Incomplete AA v4.3 workload usage; missing families are not imputed.
- GLM-5.3-Flash · Max: No current, exact configuration price mapping in this collection.
- GPT-5.4 · XHigh: No current, exact configuration price mapping in this collection.
- Claude Opus 4.7 · XHigh: No current, exact configuration price mapping in this collection.
- Claude Opus 4.7 · High: No current, exact configuration price mapping in this collection.
- Kimi K3 · High: No current, exact configuration price mapping in this collection.
- Gemini 3.1 Pro · High: No current, exact configuration price mapping in this collection.
- Claude Opus 4.7 · Max: No current, exact configuration price mapping in this collection.
- Claude Opus 4.8 · Low: No current, exact configuration price mapping in this collection.
- Claude Opus 4.6 · High: No current, exact configuration price mapping in this collection.
- Grok-4.5 · Medium: No current, exact configuration price mapping in this collection.
- Gemini 3.5 Flash · Medium: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Qwen3.7-max · Reasoning: No current, exact configuration price mapping in this collection.
- GPT-5.2 · XHigh: No current, exact configuration price mapping in this collection.
- Gemini 3 Flash Preview · Reasoning: No current, exact configuration price mapping in this collection.
- Claude Opus 4.5 · Thinking 64K: No current, exact configuration price mapping in this collection.
- GLM-5.2 · Max: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Kimi-K2.6 · Reasoning: No current, exact configuration price mapping in this collection.
- GPT-5.2 · High: No current, exact configuration price mapping in this collection.
- Gemini 3 Flash Preview · High: No current, exact configuration price mapping in this collection.
- GPT-5.2 · Medium: No current, exact configuration price mapping in this collection.
- DeepSeek V4 Flash 0424 · Max: No current, exact configuration price mapping in this collection.
- Agnes 2.5 Pro Alpha · Reasoning: Cacheable input present without a measured cache-hit rate.
- GLM-5.1 · Reasoning: No current, exact configuration price mapping in this collection.
- Grok-4.3 · Medium: Incomplete AA v4.3 workload usage; missing families are not imputed.
- DeepSeek-V4-Flash-0731 · High: No current, exact configuration price mapping in this collection.
- Qwen3.6-plus · Reasoning: No current, exact configuration price mapping in this collection.
- GLM-5.2 · Low: No current, exact configuration price mapping in this collection.
- GPT-5.4 · Low: No current, exact configuration price mapping in this collection.
- Claude Opus 4.5 · Reasoning: No current, exact configuration price mapping in this collection.
- GPT-5.5 · Low: No current, exact configuration price mapping in this collection.
- Claude Sonnet 4.6 · Max: No current, exact configuration price mapping in this collection.
- Claude Opus 4.7 · Non-reasoning: No current, exact configuration price mapping in this collection.
- GPT-5.3 Codex · XHigh: Incomplete AA v4.3 workload usage; missing families are not imputed.
- DeepSeek V4 Flash 0424 · High: No current, exact configuration price mapping in this collection.
- Gemini 3.6 Flash · Low: No current, exact configuration price mapping in this collection.
- Claude Opus 4.8 · Non-reasoning: No current, exact configuration price mapping in this collection.
- GPT-5.1 · High: No current, exact configuration price mapping in this collection.
- Claude Opus 4.5 · Thinking 32K: No current, exact configuration price mapping in this collection.
- Kimi K3 · Low: Incomplete AA v4.3 workload usage; missing families are not imputed.
- GLM-5 · Reasoning: No current, exact configuration price mapping in this collection.
- GPT-5.6 Sol · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- GLM-4.7 · Reasoning: No current, exact configuration price mapping in this collection.
- Qwen3.5-27B · Reasoning: No current, exact configuration price mapping in this collection.
- Solar Pro 4 · Reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Claude Sonnet 4.5 · Thinking 32K: No current, exact configuration price mapping in this collection.
- Claude Sonnet 4.6 · High: No current, exact configuration price mapping in this collection.
- GLM-5-Turbo · Reasoning: No current, exact configuration price mapping in this collection.
- Grok-4.3 · High: No current, exact configuration price mapping in this collection.
- Hy3-preview · Reasoning: No current, exact configuration price mapping in this collection.
- Gemini 3.5 Flash · Minimal: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Solar Open2 250B · Reasoning: No current, exact configuration price mapping in this collection.
- GPT-5.4 Mini · XHigh: No current, exact configuration price mapping in this collection.
- GPT-5 · High: No current, exact configuration price mapping in this collection.
- GPT-5 · Medium: No current, exact configuration price mapping in this collection.
- GPT-5.6 Sol · None: No current, exact configuration price mapping in this collection.
- o4-mini · High: No current, exact configuration price mapping in this collection.
- Grok-4.5 · Low: No current, exact configuration price mapping in this collection.
- MiniMax-M2.5 · Reasoning: No current, exact configuration price mapping in this collection.
- Claude Sonnet 4.6 · Medium: No current, exact configuration price mapping in this collection.
- o3 · Reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Grok-4.3 · Low: Incomplete AA v4.3 workload usage; missing families are not imputed.
- DeepSeek-V3.2 · Reasoning: No current, exact configuration price mapping in this collection.
- MiMo-V2-Flash · Reasoning: No current, exact configuration price mapping in this collection.
- Claude Sonnet 5 · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- GPT-5.4 Nano · XHigh: No current, exact configuration price mapping in this collection.
- Gemini 3.1 Flash-Lite · High: No current, exact configuration price mapping in this collection.
- DeepSeek-V3.2-Speciale · Reasoning: No current, exact configuration price mapping in this collection.
- MiniMax-M2.7 · Reasoning: No current, exact configuration price mapping in this collection.
- Step 3.7 Flash · Reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Gemini 3.5 Flash-Lite · High: No current, exact configuration price mapping in this collection.
- Qwen3.7-plus · Non-reasoning: No current, exact configuration price mapping in this collection.
- Claude Sonnet 4.5 · Reasoning: No current, exact configuration price mapping in this collection.
- GLM-5V-Turbo · Reasoning: No current, exact configuration price mapping in this collection.
- Claude Opus 4.6 · Non-reasoning: No current, exact configuration price mapping in this collection.
- Qwen3.5-397B-A17B · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- GPT-5.4 Mini · High: No current, exact configuration price mapping in this collection.
- DeepSeek V4-Pro 0424 · High: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Gemini 3 Flash Preview · Non-reasoning: No current, exact configuration price mapping in this collection.
- GPT-5.6 Terra · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- GPT-5.5 · Non-reasoning: No current, exact configuration price mapping in this collection.
- Qwen3.5-35B-A3B · Reasoning: No current, exact configuration price mapping in this collection.
- MiniMax-M2.1 · Reasoning: No current, exact configuration price mapping in this collection.
- Gemma 4 31B IT · Reasoning: Zero-price workload is not a verified sustainable cost.
- Gemini 2.5 Pro · Reasoning: No current, exact configuration price mapping in this collection.
- Claude Opus 4.5 · Non-reasoning: No current, exact configuration price mapping in this collection.
- Gemini 3.6 Flash · Minimal: No current, exact configuration price mapping in this collection.
- Qwen3.5-122B-A10B · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Gemini 3.1 Flash-Lite · Reasoning: No current, exact configuration price mapping in this collection.
- Claude Opus 4.6 · Low: No current, exact configuration price mapping in this collection.
- GPT-5.4 Mini · Medium: No current, exact configuration price mapping in this collection.
- GLM-5.1 · Non-reasoning: No current, exact configuration price mapping in this collection.
- MiniMax-M2 · Reasoning: No current, exact configuration price mapping in this collection.
- GPT-5 Mini · High: No current, exact configuration price mapping in this collection.
- Qwen3.6-27B · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- GLM-4.6 · Reasoning: No current, exact configuration price mapping in this collection.
- ERNIE-5.0-thinking-preview · Reasoning: No current, exact configuration price mapping in this collection.
- GPT-5.4 · Non-reasoning: No current, exact configuration price mapping in this collection.
- DeepSeek V4-Pro 0424 · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Qwen3.5-omni-plus · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- DeepSeek-R1-0528 · Reasoning: No current, exact configuration price mapping in this collection.
- Doubao Seed Code · Reasoning: No current, exact configuration price mapping in this collection.
- MiMo-V2.5-Pro · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- GPT-5 Mini · Medium: No current, exact configuration price mapping in this collection.
- Qwen3.5-27B · Non-reasoning: No current, exact configuration price mapping in this collection.
- GPT-5.4 Nano · High: No current, exact configuration price mapping in this collection.
- Amazon Nova 2 Pro Preview · Medium: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Qwen3.8-27B · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- K EXAONE 2.0 750B A37B · Reasoning: No current, exact configuration price mapping in this collection.
- GPT-5.5 · None: No current, exact configuration price mapping in this collection.
- Qwen3.5-9B · Reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- o1 · Reasoning: No current, exact configuration price mapping in this collection.
- Gemini 2.5 Flash · Reasoning: No current, exact configuration price mapping in this collection.
- Qwen3.5-35B-A3B · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- K EXAONE 236B A23B · Reasoning: No current, exact configuration price mapping in this collection.
- Kimi-K2.6 · Non-reasoning: No current, exact configuration price mapping in this collection.
- Qwen3-235B-A22B-Thinking-2507 · Reasoning: No current, exact configuration price mapping in this collection.
- GLM-5.2 · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Qwen3.7-flash · Non-reasoning: No current, exact configuration price mapping in this collection.
- Gemma 4 26B-A4B IT · Minimal: No current, exact configuration price mapping in this collection.
- Gemma 4 26B-A4B IT · Reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Qwen3.6-35B-A3B · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- DeepSeek V4 Flash 0424 · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- DeepSeek-V3.2 · Non-reasoning: No current, exact configuration price mapping in this collection.
- GPT-5.2 · Non-reasoning: No current, exact configuration price mapping in this collection.
- Amazon Nova 2 Lite · High: Incomplete AA v4.3 workload usage; missing families are not imputed.
- GPT-5 · Low: No current, exact configuration price mapping in this collection.
- EXAONE 4.5 33B · Reasoning: No current, exact configuration price mapping in this collection.
- GLM-4.5 · Reasoning: No current, exact configuration price mapping in this collection.
- GPT-5.6 Luna · None: No current, exact configuration price mapping in this collection.
- GLM-5 · Non-reasoning: No current, exact configuration price mapping in this collection.
- Amazon Nova 2 Pro Preview · Low: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Mistral Medium 3.5 · High: No current, exact configuration price mapping in this collection.
- Qwen3.5-9B · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Hy3-preview · Non-reasoning: No current, exact configuration price mapping in this collection.
- Amazon Nova 2 Lite · Medium: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Gemini 3.1 Flash-Lite · Low: No current, exact configuration price mapping in this collection.
- Gemma 4 31B IT · Minimal: No current, exact configuration price mapping in this collection.
- Gemma 4 31B IT · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Qwen3-Next-80B-A3B-Thinking · Reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- GPT-5.4 Nano · Medium: No current, exact configuration price mapping in this collection.
- Gemma 4 12B IT · Reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- GPT-5.6 Luna · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- GLM-4.7-Flash · Reasoning: No current, exact configuration price mapping in this collection.
- Qwen3.5-4B · Reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Command A Plus 05 2026 · Reasoning: Zero-price workload is not a verified sustainable cost.
- Qwen3-VL-32B-Thinking · Reasoning: No current, exact configuration price mapping in this collection.
- Gemini 3.1 Flash-Lite · Minimal: No current, exact configuration price mapping in this collection.
- Magistral Medium 1.2 · Reasoning: No current, exact configuration price mapping in this collection.
- Claude Sonnet 4.5 · Non-reasoning: No current, exact configuration price mapping in this collection.
- GPT-5 Nano · High: No current, exact configuration price mapping in this collection.
- Claude Haiku 4.5 · Thinking 32K: No current, exact configuration price mapping in this collection.
- o3-mini · High: No current, exact configuration price mapping in this collection.
- GPT-5.6 Terra · None: No current, exact configuration price mapping in this collection.
- Seed OSS 36B Instruct · Reasoning: No current, exact configuration price mapping in this collection.
- Qwen3-235B-A22B-Instruct-2507 · Non-reasoning: No current, exact configuration price mapping in this collection.
- GLM-4.7 · Non-reasoning: No current, exact configuration price mapping in this collection.
- MiniCPM5-2B · Reasoning: No current, exact configuration price mapping in this collection.
- DiffusionGemma 26B A4B · Reasoning: No current, exact configuration price mapping in this collection.
- Gemini 3.5 Flash-Lite · Low: No current, exact configuration price mapping in this collection.
- Gemma 4 26B-A4B IT · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- MiniMax-M1-80k · Reasoning: No current, exact configuration price mapping in this collection.
- o3-mini · Reasoning: No current, exact configuration price mapping in this collection.
- GLM-4.5-Air · Reasoning: No current, exact configuration price mapping in this collection.
- MiniMax-M3 · Non-reasoning: No current, exact configuration price mapping in this collection.
- Qwen3-VL-235B-A22B-Instruct · Non-reasoning: No current, exact configuration price mapping in this collection.
- Qwen3-30B-A3B-Thinking-2507 · Reasoning: No current, exact configuration price mapping in this collection.
- Gemini 2.5 Flash · Non-reasoning: No current, exact configuration price mapping in this collection.
- Qwen3.5-omni-flash · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- gpt-oss-120b · Low: Incomplete AA v4.3 workload usage; missing families are not imputed.
- GPT-5 · Non-reasoning: No current, exact configuration price mapping in this collection.
- Solar Open 100B · Reasoning: No current, exact configuration price mapping in this collection.
- Qwen3-VL-30B-A3B-Thinking · Reasoning: No current, exact configuration price mapping in this collection.
- Qwen3-Next-80B-A3B-Instruct · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- GPT-5.1 · Non-reasoning: No current, exact configuration price mapping in this collection.
- gpt-oss-20b · Medium: No current, exact configuration price mapping in this collection.
- MiMo-V2-Flash · Non-reasoning: No current, exact configuration price mapping in this collection.
- GPT-5.4 Mini · Non-reasoning: No current, exact configuration price mapping in this collection.
- GLM-4.6 · Non-reasoning: No current, exact configuration price mapping in this collection.
- GPT-4.1 · Non-reasoning: No current, exact configuration price mapping in this collection.
- Qwen3.5-4B · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- EXAONE 4.0 32B · Reasoning: No current, exact configuration price mapping in this collection.
- Qwen3-235B-A22B · Reasoning: No current, exact configuration price mapping in this collection.
- Gemini 3.5 Flash-Lite · Minimal: No current, exact configuration price mapping in this collection.
- Amazon Nova 2 Lite · Low: Incomplete AA v4.3 workload usage; missing families are not imputed.
- GPT-5 Nano · Medium: No current, exact configuration price mapping in this collection.
- Qwen3-32B · Reasoning: No current, exact configuration price mapping in this collection.
- GPT-5 Mini · Minimal: No current, exact configuration price mapping in this collection.
- Qwen3-VL-32B-Instruct · Non-reasoning: No current, exact configuration price mapping in this collection.
- Gemini 2.5 Flash-Lite · Reasoning: No current, exact configuration price mapping in this collection.
- Devstral 2 · Non-reasoning: Zero-price workload is not a verified sustainable cost.
- Qwen3-Coder-480B-A35B-Instruct · Non-reasoning: No current, exact configuration price mapping in this collection.
- K EXAONE 236B A23B · Non-reasoning: No current, exact configuration price mapping in this collection.
- GPT-4.1 Mini · Non-reasoning: No current, exact configuration price mapping in this collection.
- Magistral Small 1.2 · Reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- GLM-4.6V · Reasoning: No current, exact configuration price mapping in this collection.
- Mistral Medium 3.1 · Non-reasoning: No current, exact configuration price mapping in this collection.
- Gemma 4 12B IT · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- MiniMax-M1-40k · Reasoning: No current, exact configuration price mapping in this collection.
- Amazon Nova 2 Pro Preview · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Qwen3-4B-Thinking-2507 · Reasoning: No current, exact configuration price mapping in this collection.
- Claude Haiku 4.5 · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16 · Reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- GLM-4.5V · Reasoning: No current, exact configuration price mapping in this collection.
- gpt-oss-20b · Low: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Qwen3-VL-30B-A3B-Instruct · Non-reasoning: No current, exact configuration price mapping in this collection.
- GPT-4o · Non-reasoning: No current, exact configuration price mapping in this collection.
- Step 3 VL 10B · Reasoning: No current, exact configuration price mapping in this collection.
- Qwen3-30B-A3B · Reasoning: No current, exact configuration price mapping in this collection.
- GPT-5 · Minimal: No current, exact configuration price mapping in this collection.
- Qwen3-30B-A3B-Instruct-2507 · Non-reasoning: No current, exact configuration price mapping in this collection.
- NVIDIA-Nemotron-Nano-12B-v2-VL-BF16 · Reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- ERNIE-4.5-300B-A47B-PT · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Qwen3-14B · Reasoning: No current, exact configuration price mapping in this collection.
- Qwen3-VL-8B-Thinking · Reasoning: No current, exact configuration price mapping in this collection.
- GPT-5.4 Nano · Non-reasoning: No current, exact configuration price mapping in this collection.
- Gemma 4 E4B IT · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- NVIDIA-Nemotron-3-Nano-4B-BF16 · Reasoning: No current, exact configuration price mapping in this collection.
- Gemma 4 E4B IT · Reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Devstral Small 2 · Non-reasoning: Zero-price workload is not a verified sustainable cost.
- Mistral Small 4 · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Amazon Nova 2 Lite · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- NVIDIA-Nemotron-Nano-9B-v2 · Reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Mistral Medium 3 · Non-reasoning: No current, exact configuration price mapping in this collection.
- Amazon Nova Premier · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Qwen3-Coder-30B-A3B-Instruct · Non-reasoning: No current, exact configuration price mapping in this collection.
- GLM-4.7-Flash · Non-reasoning: No current, exact configuration price mapping in this collection.
- NVIDIA-Nemotron-Nano-9B-v2 · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- DeepSeek-R1-Distill-Llama-70B · Reasoning: No current, exact configuration price mapping in this collection.
- EXAONE 4.0 32B · Non-reasoning: No current, exact configuration price mapping in this collection.
- Qwen3-235B-A22B · Non-reasoning: No current, exact configuration price mapping in this collection.
- DeepSeek-R1-0528-Qwen3-8B · Reasoning: No current, exact configuration price mapping in this collection.
- DeepSeek-R1-Distill-Qwen-32B · Reasoning: No current, exact configuration price mapping in this collection.
- DeepSeek-R1-Distill-Qwen-14B · Reasoning: No current, exact configuration price mapping in this collection.
- Qwen3-8B · Reasoning: No current, exact configuration price mapping in this collection.
- Qwen3-Omni-30B-A3B-Instruct · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- GLM-4.6V · Non-reasoning: No current, exact configuration price mapping in this collection.
- Gemini 2.5 Flash-Lite · Non-reasoning: No current, exact configuration price mapping in this collection.
- Qwen3-4B-Instruct-2507 · Non-reasoning: No current, exact configuration price mapping in this collection.
- Mistral Small 3.2 · Non-reasoning: No current, exact configuration price mapping in this collection.
- Qwen3-30B-A3B · Non-reasoning: No current, exact configuration price mapping in this collection.
- Qwen3-14B · Non-reasoning: No current, exact configuration price mapping in this collection.
- Qwen3-VL-8B-Instruct · Non-reasoning: No current, exact configuration price mapping in this collection.
- Qwen3.5-2B · Reasoning: No current, exact configuration price mapping in this collection.
- GLM-4.5V · Non-reasoning: No current, exact configuration price mapping in this collection.
- Qwen3.5-2B · Non-reasoning: No current, exact configuration price mapping in this collection.
- Qwen3-32B · Non-reasoning: No current, exact configuration price mapping in this collection.
- Qwen3-VL-4B-Thinking · Reasoning: No current, exact configuration price mapping in this collection.
- Gemma 4 E2B IT · Reasoning: No current, exact configuration price mapping in this collection.
- GPT-5 Nano · Minimal: No current, exact configuration price mapping in this collection.
- EXAONE 4.0 1.2B · Reasoning: No current, exact configuration price mapping in this collection.
- Gemma 4 E2B IT · Non-reasoning: No current, exact configuration price mapping in this collection.
- Qwen3-4B · Reasoning: No current, exact configuration price mapping in this collection.
- NVIDIA-Nemotron-3-Nano-30B-A3B-BF16 · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Amazon Nova Pro · Non-reasoning: No current, exact configuration price mapping in this collection.
- GPT-4.1-nano · Non-reasoning: No current, exact configuration price mapping in this collection.
- Gemma 3 27B IT · Non-reasoning: No current, exact configuration price mapping in this collection.
- Kimi-Linear-48B-A3B-Instruct · Non-reasoning: No current, exact configuration price mapping in this collection.
- GPT-4 · Non-reasoning: No current, exact configuration price mapping in this collection.
- Qwen3-1.7B · Reasoning: No current, exact configuration price mapping in this collection.
- NVIDIA-Nemotron-Nano-12B-v2-VL-BF16 · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Qwen3.5-0.8B · Non-reasoning: No current, exact configuration price mapping in this collection.
- Qwen3-VL-4B-Instruct · Non-reasoning: No current, exact configuration price mapping in this collection.
- Gemma 3 12B IT · Non-reasoning: No current, exact configuration price mapping in this collection.
- Qwen3-8B · Non-reasoning: No current, exact configuration price mapping in this collection.
- Pixtral Large · Non-reasoning: No current, exact configuration price mapping in this collection.
- phi-4 · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Qwen3-4B · Non-reasoning: No current, exact configuration price mapping in this collection.
- EXAONE 4.0 1.2B · Non-reasoning: No current, exact configuration price mapping in this collection.
- GPT-4o Mini · Non-reasoning: No current, exact configuration price mapping in this collection.
- Qwen3.5-0.8B · Reasoning: No current, exact configuration price mapping in this collection.
- Amazon Nova Lite · Non-reasoning: No current, exact configuration price mapping in this collection.
- Mistral Large 2 (July 2024) · Non-reasoning: No current, exact configuration price mapping in this collection.
- DeepSeek-R1-Distill-Llama-8B · Reasoning: No current, exact configuration price mapping in this collection.
- GPT-4-turbo · Non-reasoning: No current, exact configuration price mapping in this collection.
- Tiny Aya Global · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Amazon Nova Micro · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Gemma 3n E4B IT · Non-reasoning: No current, exact configuration price mapping in this collection.
- Qwen3-0.6B · Reasoning: No current, exact configuration price mapping in this collection.
- Qwen3-1.7B · Non-reasoning: No current, exact configuration price mapping in this collection.
- Gemma 3 4B IT · Non-reasoning: No current, exact configuration price mapping in this collection.
- Phi-4-mini-instruct · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Phi-4-multimodal-instruct · Non-reasoning: Incomplete AA v4.3 workload usage; missing families are not imputed.
- Qwen3-0.6B · Non-reasoning: No current, exact configuration price mapping in this collection.
- Gemma 3n E2B IT · Non-reasoning: No current, exact configuration price mapping in this collection.
- Gemma 3 1B IT · Non-reasoning: No current, exact configuration price mapping in this collection.
- Gemma 3 270M IT · Non-reasoning: No current, exact configuration price mapping in this collection.
- DeepSeek-R1-Distill-Qwen-1.5B · Reasoning: No current, exact configuration price mapping in this collection.
- GPT-3.5-turbo · Non-reasoning: No current, exact configuration price mapping in this collection.
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