Molmo Instruct on GPQA Diamond: score, rank and what it means
Molmo Instruct scores 61.4 on GPQA Diamond, placing it #395 of 600 models in the index. The benchmark average is 65.6 and the leader is GPT-5.2 Reasoning at 87.0.
Score distribution
The chart shows the top 10 models on GPQA Diamond, with Molmo Instruct highlighted. Longer bars mean higher scores.
Top 10 leaderboard
| # | Model | Provider | Context | Input / 1M | Avg score |
|---|---|---|---|---|---|
| 1 | GPT-5.2 Reasoning | OpenAI | 1000000 | $20.98 | 87.5 |
| 2 | GPT-5.1 Max | OpenAI | 2000000 | $20.50 | 87.9 |
| 3 | Claude Opus 4.5 Pro | Anthropic | 200000 | $20.98 | 89.1 |
| 4 | GPT-5.1 Reasoning | OpenAI | 400000 | $20.27 | 88.3 |
| 5 | Claude Sonnet 4.5 Reasoning | Anthropic | 400000 | $19.48 | 87.7 |
| 6 | GPT-5.2 | OpenAI | 2000000 | $19.71 | 88.0 |
| 7 | o4 Turbo | OpenAI | 2000000 | $19.34 | 86.6 |
| 8 | Claude Opus 4.5 Max | Anthropic | 1000000 | $20.90 | 87.8 |
| 9 | Grok 4 Turbo | xAI | 1000000 | $19.21 | 86.7 |
| 10 | Claude Sonnet 4.5 Max | Anthropic | 1000000 | $19.90 | 87.2 |
What this score means
On GPQA Diamond, Molmo Instruct sits at #395 of 600. The leader, GPT-5.2 Reasoning, scores 87.0, so the gap to the top is 25.6 points. The median model in this index scores 68.8, which puts Molmo Instruct below the midpoint.
Allen Institute for AI models average 55.6 on this benchmark. Molmo Instruct is 5.8 points above that provider line, so it is a stronger result than the average Allen Institute for AI model.
Among open-weight models, the average is 63.6. Molmo Instruct is 2.2 points below that group. This is the more useful comparison if you are shortlisting within the same tier rather than across the whole index.
Read a 61.4 as a relative signal, not an absolute guarantee. Benchmark scores depend on prompt format, evaluation harness and contamination controls. Use this page to narrow the shortlist, then test the model on your own data.
Price context
At $2.53 per million input tokens, Molmo Instruct is below the median input price of $4.00 across the 600 models scored on GPQA Diamond. The models immediately around it in the ranking are shown below so you can compare score and price together.
| Model | Provider | Context | Input / 1M | Avg score |
|---|---|---|---|---|
| Arctic Base | Snowflake | 32768 | $2.27 | 67.5 |
| StableLM 2 Chat | Stability AI | 8192 | $1.79 | 64.6 |
| Embed 4 | Cohere | 32768 | $4.79 | 63.8 |
| Command A Nano | Cohere | 8192 | $5.90 | 66.3 |
| Molmo Instruct | Allen Institute for AI | 32768 | $2.53 | 68.3 |
| Nova Lite Mini | Amazon | 16384 | $5.43 | 65.0 |
| Embed 4 Pro | Cohere | 4096 | $5.05 | 63.5 |
Other benchmarks for Molmo Instruct
| Benchmark | Score | Rank | Percentile | Relative |
|---|---|---|---|---|
| MMLU-Pro | 74.7 | 341 | 43th | |
| SWE-bench Verified | 57.4 | 364 | 39th | |
| HumanEval | 74.6 | 351 | 42th | |
| MATH-500 | 68.5 | 393 | 35th | |
| AIME 2025 | 62.2 | 375 | 38th | |
| LiveCodeBench | 57.8 | 391 | 35th | |
| IFEval | 75.9 | 390 | 35th | |
| TruthfulQA | 73.6 | 364 | 39th | |
| HellaSwag | 79.5 | 387 | 36th | |
| MMMU | 65.7 | 375 | 38th | |
| Arena Elo | 1350.5 | 363 | 40th |
FAQ
What score does Molmo Instruct get on GPQA Diamond?
Molmo Instruct scores 61.4 on GPQA Diamond in this index. The benchmark average is 65.6 and the top score is 87.0.
How does Molmo Instruct rank on GPQA Diamond?
It ranks #395 of 600 models, in the 34th percentile. The leader is GPT-5.2 Reasoning at 87.0.
Is Molmo Instruct good at GPQA Diamond?
It is below the median for this benchmark, so test it carefully before relying on it for this capability. The result should be read alongside its price and context window.
How is the GPQA Diamond score calculated?
GPQA Diamond is a reasoning benchmark. Scores in this index are modelled estimates on a 0–100 scale (or Elo for Arena), derived from capability tier and benchmark difficulty. They are not official leaderboard results.
What does Molmo Instruct cost?
Molmo Instruct costs $2.53 per million input tokens and $9.23 per million output tokens.