RankingCharXiv (RQ) (w/ python)

CharXiv (RQ) (w/ python)

Data updated 12 Sept 2026

Bucket
Supporting evidence
Unit
percent
Direction
Higher is better
Version
Display harness
Kimi K2.6 official model card
Board
https://huggingface.co/moonshotai/Kimi-K2.6

The available records have no admitted matched comparison in the capability core. Raw results remain available below.

Compare published benchmark results with category weights →

Models

ModelScoreHarnessEvidenceSource-recorded date
GPT-5.4OpenAI90%
Reported settings & source

Kimi K2.6 card, CharXiv (RQ) (w/ python). Thinking mode; temperature 1.0, top-p 1.0, context 262144. Comparator settings: GPT-5.4 xhigh, Opus4.6 max, Gemini3.1Pro high. See benchmark-specific footnotes. Only own K2.6 and starred re-evaluations can form new comparisons. Vision: 98304 tokens, average of three runs; Python condition uses 65536 tokens per step, at most50steps.

Source SHA256 95db3be1d0473e482c7aa901f237ad7af8bb7929625a777b27428081bb8ea9f7. Own measurement or explicitly starred same-condition re-evaluation. Assess benchmark-specific protocol before admission.

Kimi K2.6 official model card · Evaluation Results table, CharXiv (RQ) (w/ python), column 3 · reviewed 2026-09-12

Kimi K2.6 official model cardlab self-report2026-09-12
Gemini 3.1 ProGoogle89.9%
Reported settings & source

Kimi K2.6 card, CharXiv (RQ) (w/ python). Thinking mode; temperature 1.0, top-p 1.0, context 262144. Comparator settings: GPT-5.4 xhigh, Opus4.6 max, Gemini3.1Pro high. See benchmark-specific footnotes. Only own K2.6 and starred re-evaluations can form new comparisons. Vision: 98304 tokens, average of three runs; Python condition uses 65536 tokens per step, at most50steps.

Source SHA256 95db3be1d0473e482c7aa901f237ad7af8bb7929625a777b27428081bb8ea9f7. Own measurement or explicitly starred same-condition re-evaluation. Assess benchmark-specific protocol before admission.

Kimi K2.6 official model card · Evaluation Results table, CharXiv (RQ) (w/ python), column 5 · reviewed 2026-09-12

Kimi K2.6 official model cardlab self-report2026-09-12
Kimi-K2.6Moonshot86.7%
Reported settings & source

Kimi K2.6 card, CharXiv (RQ) (w/ python). Thinking mode; temperature 1.0, top-p 1.0, context 262144. Comparator settings: GPT-5.4 xhigh, Opus4.6 max, Gemini3.1Pro high. See benchmark-specific footnotes. Only own K2.6 and starred re-evaluations can form new comparisons. Vision: 98304 tokens, average of three runs; Python condition uses 65536 tokens per step, at most50steps.

Source SHA256 95db3be1d0473e482c7aa901f237ad7af8bb7929625a777b27428081bb8ea9f7. Own measurement or explicitly starred same-condition re-evaluation. Assess benchmark-specific protocol before admission.

Kimi K2.6 official model card · Evaluation Results table, CharXiv (RQ) (w/ python), column 2 · reviewed 2026-09-12

Kimi K2.6 official model cardlab self-report2026-09-12
Claude Opus 4.6Anthropic84.7%
Reported settings & source

Kimi K2.6 card, CharXiv (RQ) (w/ python). Thinking mode; temperature 1.0, top-p 1.0, context 262144. Comparator settings: GPT-5.4 xhigh, Opus4.6 max, Gemini3.1Pro high. See benchmark-specific footnotes. Only own K2.6 and starred re-evaluations can form new comparisons. Vision: 98304 tokens, average of three runs; Python condition uses 65536 tokens per step, at most50steps.

Source SHA256 95db3be1d0473e482c7aa901f237ad7af8bb7929625a777b27428081bb8ea9f7. Cited from another official report; does not establish a new same-protocol evaluation.

Comparison limit: Cited comparator requires original evaluation provenance; not a new matched run.

Kimi K2.6 official model card · Evaluation Results table, CharXiv (RQ) (w/ python), column 4 · reviewed 2026-09-12

Kimi K2.6 official model cardlab self-report2026-09-12