Judgemark v4
The model under test judges fixed creative-writing samples against low and high anchor responses. The score is how well its ratings separate writer models.
Each item has a lower anchor scored 2 and an upper anchor scored 9. Scoring uses separability metrics such as omega squared. Release date not stated on the page.
- Level
- Expert Specialists with years of training, often over hours of work
- Scored
- Checked automatically A program checks the result against an answer key, unit tests or the expected final state.
- Answers
- Short answer A number, word or short string matched to a key.
Claude Opus 4.6 leads with 90.7 among models released by Aug 2026
Best score per entry from the benchmark's own leaderboard, read on 2 Nov 2026. Where a model ran with several settings or harnesses, we keep its best. Names in gray aren't in our model list: fine-tunes, agent systems, products and older models. They don't count toward leaders.
The newest model with a score here came out in Aug 2026, and nobody has tested a newer one. Among the 20 highest-ranked models on the capability index, these have no score yet:
- GPT-6 Astra
- Claude Opus 5.5
- GPT-6.1 Terra
- GPT-6.1 Sol
- and 13 more
- 90.7 Claude Opus 4.6
- 87.8 GPT-5.5
- 84.0 Claude Opus 4.7
- 83.4
Gemini 3.7 Flash
- 82.2 Claude Sonnet 4.6
- 79.4
Muse Spark 1.2
- 78.8 Claude Opus 5
- 78.7
Gemini 3.1 Pro
- 78.0 Claude Opus 4.8
- 77.1 Grok 4.5
- 73.2 GLM-5.2
- 72.6 GLM-5.3
- 72.3
Gemma 4 31B IT
- 72.1 GPT-5.4
- 70.9 Claude Sonnet 5
- 68.8
Gemini 3.5 Flash
- 67.4
Qwen 3.8 27B
- 67.2 GLM-5.1
- 60.5
Qwen3.5-27B
- 58.8
Gemini 3.1 Flash-Lite
- 57.9 MiMo-V2.5-Pro
- 57.3 Kimi K2.6
- 54.2
Qwen3.5 397B-A17B
- 53.4
Qwen3.6 27B
- 53.0
Gemma 4 26B A4B
- 52.9 nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-NVFP4
- 49.6 Grok 4.3
- 47.1
DeepSeek-V4-Pro
- 46.1
Gemini 3 Flash
- 45.1
Qwen 3.6 Max (Preview)
- 40.7 meta-models/Muse-Glimmer-30B
- 40.5
Qwen3.5-35B-A3B
- 36.8
DeepSeek-V4-Flash
- 32.6
Qwen 3.6 35B-A3B
- 32.4
Qwen3.5-9B
- 31.2
Qwen 3.6 Flash
- 30.8
DeepSeek V4 Flash 0731
- 28.1
Step 3.7 Flash
- 27.5 GPT-5.4 Nano
- 27.3 GPT-5.4 Mini
- 16.5
Mistral Small 4
- 15.5 gpt-oss-120b
- 1 Claude Opus 4.6 90.7
- 2 GPT-5.5 87.8
- 3 Claude Opus 4.7 84.0
- 4
Gemini 3.7 Flash 83.4
- 5 Claude Sonnet 4.6 82.2
- 6
Muse Spark 1.2 79.4
- 7 Claude Opus 5 78.8
- 8
Gemini 3.1 Pro 78.7
- 9 Claude Opus 4.8 78.0
- 10 Grok 4.5 77.1
- 11 GLM-5.2 73.2
- 12 GLM-5.3 72.6
- 13
Gemma 4 31B IT 72.3
- 14 GPT-5.4 72.1
- 15 Claude Sonnet 5 70.9
- 16
Gemini 3.5 Flash 68.8
- 17
Qwen 3.8 27B 67.4
- 18 GLM-5.1 67.2
- 19
Qwen3.5-27B 60.5
- 20
Gemini 3.1 Flash-Lite 58.8
- 21 MiMo-V2.5-Pro 57.9
- 22 Kimi K2.6 57.3
- 23
Qwen3.5 397B-A17B 54.2
- 24
Qwen3.6 27B 53.4
- 25
Gemma 4 26B A4B 53.0
- 26 nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-NVFP4 52.9
- 27 Grok 4.3 49.6
- 28
DeepSeek-V4-Pro 47.1
- 29
Gemini 3 Flash 46.1
- 30
Qwen 3.6 Max (Preview) 45.1
- 31 meta-models/Muse-Glimmer-30B 40.7
- 32
Qwen3.5-35B-A3B 40.5
- 33
DeepSeek-V4-Flash 36.8
- 34
Qwen 3.6 35B-A3B 32.6
- 35
Qwen3.5-9B 32.4
- 36
Qwen 3.6 Flash 31.2
- 37
DeepSeek V4 Flash 0731 30.8
- 38
Step 3.7 Flash 28.1
- 39 GPT-5.4 Nano 27.5
- 40 GPT-5.4 Mini 27.3
- 41
Mistral Small 4 16.5
- 42 gpt-oss-120b 15.5
| # | Entry | Score | Setting | Date | Source |
|---|---|---|---|---|---|
| 1 | Claude Opus 4.6 | 90.7 | Feb 2026 | Official leaderboard | |
| 2 | GPT-5.5 | 87.8 | Apr 2026 | Official leaderboard | |
| 3 | Claude Opus 4.7 | 84.0 | Apr 2026 | Official leaderboard | |
| 4 | | 83.4 | Aug 2026 | Official leaderboard | |
| 5 | Claude Sonnet 4.6 | 82.2 | Feb 2026 | Official leaderboard | |
| 6 | | 79.4 | Aug 2026 | Official leaderboard | |
| 7 | Claude Opus 5 | 78.8 | Jul 2026 | Official leaderboard | |
| 8 | | 78.7 | Feb 2026 | Official leaderboard | |
| 9 | Claude Opus 4.8 | 78.0 | May 2026 | Official leaderboard | |
| 10 | Grok 4.5 | 77.1 | Jul 2026 | Official leaderboard | |
| 11 | GLM-5.2 | 73.2 | Jun 2026 | Official leaderboard | |
| 12 | GLM-5.3 | 72.6 | Aug 2026 | Official leaderboard | |
| 13 | | 72.3 | Apr 2026 | Official leaderboard | |
| 14 | GPT-5.4 | 72.1 | Mar 2026 | Official leaderboard | |
| 15 | Claude Sonnet 5 | 70.9 | Jun 2026 | Official leaderboard | |
| 16 | | 68.8 | May 2026 | Official leaderboard | |
| 17 | | 67.4 | Aug 2026 | Official leaderboard | |
| 18 | GLM-5.1 | 67.2 | Apr 2026 | Official leaderboard | |
| 19 | | 60.5 | Feb 2026 | Official leaderboard | |
| 20 | | 58.8 | Mar 2026 | Official leaderboard | |
| 21 | MiMo-V2.5-Pro | 57.9 | Apr 2026 | Official leaderboard | |
| 22 | Kimi K2.6 | 57.3 | Apr 2026 | Official leaderboard | |
| 23 | | 54.2 | Feb 2026 | Official leaderboard | |
| 24 | | 53.4 | Apr 2026 | Official leaderboard | |
| 25 | | 53.0 | Apr 2026 | Official leaderboard | |
| 26 | nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-NVFP4 | 52.9 | Official leaderboard | ||
| 27 | Grok 4.3 | 49.6 | Apr 2026 | Official leaderboard | |
| 28 | | 47.1 | Apr 2026 | Official leaderboard | |
| 29 | | 46.1 | Dec 2025 | Official leaderboard | |
| 30 | | 45.1 | Apr 2026 | Official leaderboard | |
| 31 | meta-models/Muse-Glimmer-30B | 40.7 | Official leaderboard | ||
| 32 | | 40.5 | Feb 2026 | Official leaderboard | |
| 33 | | 36.8 | Apr 2026 | Official leaderboard | |
| 34 | | 32.6 | Apr 2026 | Official leaderboard | |
| 35 | | 32.4 | Feb 2026 | Official leaderboard | |
| 36 | | 31.2 | Apr 2026 | Official leaderboard | |
| 37 | | 30.8 | Jul 2026 | Official leaderboard | |
| 38 | | 28.1 | May 2026 | Official leaderboard | |
| 39 | GPT-5.4 Nano | 27.5 | Mar 2026 | Official leaderboard | |
| 40 | GPT-5.4 Mini | 27.3 | Mar 2026 | Official leaderboard | |
| 41 | | 16.5 | Mar 2026 | Official leaderboard | |
| 42 | gpt-oss-120b | 15.5 | Aug 2025 | Official leaderboard |
Number one over time
Lab claims count from the day the card came out, independent runs from the model’s release.
Scores over time
All the scores we have, one dot each, so a model tested at several settings appears more than once.
No lab model card reports it yet
We read the headline results of 479 launch posts from 51 labs, and none of them list this benchmark.
Versions
More in Writing and taste
- Design Bench (Moonshot) In use Models make graphic designs from direct prompts or few-shot reference images. An automated grader rates the results as Elo scores. Kimi K3.1 Pro 957
- WritingBench Fading Models complete 1,000 real-world writing requests across 6 domains and 100 subdomains. A judge model scores each reply on five query-specific criteria. GPT-5 83.9
- Creative Writing (MiniMax in-house) Only in system cards Models write creative pieces for real Hailuo AI user requests. Automatic assessments score the writing.
MiniMax-Text-01 81.3%
- DeepSeek Chinese functional writing evaluation Only in system cards Models answer 3,170 everyday Chinese writing prompts such as reports, emails and speeches. Pairwise judging against a baseline model gives a win rate.
DeepSeek-V4-Pro 62.6%
- Slide generation human evaluation (Z.ai) Only in system cards People compare HTML slide decks from two models on content, layout and visual quality. Metric is overall win rate. GLM-5 67.5%
- Task-dependent output homogenization evaluation Only in system cards Models answer prompts several times. A judge scores functional diversity where it is wanted and consistency where one answer is right.
Muse Spark 0.21