RankingPaperBench · source release snapshot; version not specified

PaperBench · source release snapshot; version not specified

Data updated 12 Sept 2026

Bucket
Supporting evidence
Unit
percent
Direction
Higher is better
Version
source release snapshot; version not specified
Display harness
Qwen/Qwen3.8-2.4T-A95B
Board
https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B

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
Qwen 3.8-MaxQwen93%
Reported settings & source

Source benchmark-specific methodology; Qwen benchmark effort unspecified, GPT-5.6 Sol max per table header. Max in Qwen model names is not a reported effort setting. Comparator settings and source citations as documented in the model card. BasicAgent Code-Dev; Opus4.6 judge,3runs,12h each.

First-party reported result.

Qwen/Qwen3.8-2.4T-A95B · Performance table: PaperBench · reviewed 2026-09-12

Qwen/Qwen3.8-2.4T-A95Blab self-report2026-09-12
GPT-5.6 SolOpenAI90.5%
Reported settings & source

Source benchmark-specific methodology; Qwen benchmark effort unspecified, GPT-5.6 Sol max per table header. Max in Qwen model names is not a reported effort setting. Comparator settings and source citations as documented in the model card. BasicAgent Code-Dev; Opus4.6 judge,3runs,12h each.

First-party reported result.

Qwen/Qwen3.8-2.4T-A95B · Performance table: PaperBench · reviewed 2026-09-12

Qwen/Qwen3.8-2.4T-A95Blab self-report2026-09-12
Claude Fable 5Anthropic88.8%
Reported settings & source

Source benchmark-specific methodology; Qwen benchmark effort unspecified, GPT-5.6 Sol max per table header. Max in Qwen model names is not a reported effort setting. Comparator settings and source citations as documented in the model card. BasicAgent Code-Dev; Opus4.6 judge,3runs,12h each.

First-party reported result.

Comparison limit: The source states that Fable 5 results may involve fallback execution; an exact configuration is not established.

Qwen/Qwen3.8-2.4T-A95B · Performance table: PaperBench · reviewed 2026-09-12

Qwen/Qwen3.8-2.4T-A95Blab self-report2026-09-12
Claude Opus 4.8Anthropic80.3%
Reported settings & source

Source benchmark-specific methodology; Qwen benchmark effort unspecified, GPT-5.6 Sol max per table header. Max in Qwen model names is not a reported effort setting. Comparator settings and source citations as documented in the model card. BasicAgent Code-Dev; Opus4.6 judge,3runs,12h each.

First-party reported result.

Qwen/Qwen3.8-2.4T-A95B · Performance table: PaperBench · reviewed 2026-09-12

Qwen/Qwen3.8-2.4T-A95Blab self-report2026-09-12
Qwen3.7-maxQwen64.8%
Reported settings & source

Source benchmark-specific methodology; Qwen benchmark effort unspecified, GPT-5.6 Sol max per table header. Max in Qwen model names is not a reported effort setting. Comparator settings and source citations as documented in the model card. BasicAgent Code-Dev; Opus4.6 judge,3runs,12h each.

First-party reported result.

Qwen/Qwen3.8-2.4T-A95B · Performance table: PaperBench · reviewed 2026-09-12

Qwen/Qwen3.8-2.4T-A95Blab self-report2026-09-12
Claude Opus 4.7Anthropic58.5%
Reported settings & source

MiniMax launch figure methodology. SWE internal ClaudeCode 4 runs; Terminal 8CPU16GB2h128k Terminus2; Paper/PostTrain Ralph-loop12h; GDPval internal rubric grader; BrowseComp discard64k; OSWorld361tasks. Comparator provider/leaderboard scores where footnoted.

First-party reported result; comparator results retain the source evaluation setup.

MiniMax M3 model card benchmark figure · figures/benchmark.jpeg · reviewed 2026-09-06

MiniMax M3 model card benchmark figurelab self-report2026-09-06
Gemini 3.1 ProGoogle46.7%
Reported settings & source

MiniMax launch figure methodology. SWE internal ClaudeCode 4 runs; Terminal 8CPU16GB2h128k Terminus2; Paper/PostTrain Ralph-loop12h; GDPval internal rubric grader; BrowseComp discard64k; OSWorld361tasks. Comparator provider/leaderboard scores where footnoted.

First-party reported result; comparator results retain the source evaluation setup.

MiniMax M3 model card benchmark figure · figures/benchmark.jpeg · reviewed 2026-09-06

MiniMax M3 model card benchmark figurelab self-report2026-09-06
GPT-5.5OpenAI57.5%
Reported settings & source

MiniMax launch figure methodology. SWE internal ClaudeCode 4 runs; Terminal 8CPU16GB2h128k Terminus2; Paper/PostTrain Ralph-loop12h; GDPval internal rubric grader; BrowseComp discard64k; OSWorld361tasks. Comparator provider/leaderboard scores where footnoted.

First-party reported result; comparator results retain the source evaluation setup.

MiniMax M3 model card benchmark figure · figures/benchmark.jpeg · reviewed 2026-09-06

MiniMax M3 model card benchmark figurelab self-report2026-09-06
MiniMax-M2.7MiniMax30.6%
Reported settings & source

MiniMax launch figure methodology. SWE internal ClaudeCode 4 runs; Terminal 8CPU16GB2h128k Terminus2; Paper/PostTrain Ralph-loop12h; GDPval internal rubric grader; BrowseComp discard64k; OSWorld361tasks. Comparator provider/leaderboard scores where footnoted.

First-party reported result; comparator results retain the source evaluation setup.

MiniMax M3 model card benchmark figure · figures/benchmark.jpeg · reviewed 2026-09-06

MiniMax M3 model card benchmark figurelab self-report2026-09-06
MiniMax-M3MiniMax52.6%
Reported settings & source

MiniMax launch figure methodology. SWE internal ClaudeCode 4 runs; Terminal 8CPU16GB2h128k Terminus2; Paper/PostTrain Ralph-loop12h; GDPval internal rubric grader; BrowseComp discard64k; OSWorld361tasks. Comparator provider/leaderboard scores where footnoted.

First-party reported result; comparator results retain the source evaluation setup.

MiniMax M3 model card benchmark figure · figures/benchmark.jpeg · reviewed 2026-09-06

MiniMax M3 model card benchmark figurelab self-report2026-09-06