Preference · Allen Institute for AI

Molmo 7B on Arena Elo: score, rank and what it means

Molmo 7B scores 1183.4 on Arena Elo, placing it #572 of 600 models in the index. The benchmark average is 1349.9 and the leader is Claude Opus 4.5 Max at 1501.9.

Score
1183.4
0–100 scale
Rank
#572
of 600
Percentile
5th
within the index
Benchmark avg
1349.9
all models
Leader
1501.9
Claude Opus 4.5 Max
Gap to leader
318.5
points

Score distribution

The chart shows the top 10 models on Arena Elo, with Molmo 7B highlighted. Longer bars mean higher scores.

Claude Opus 4.5 Max 1501.9
GPT-5.2 Reasoning 1500.4
GPT-5.2 Turbo 1500.3
Claude Opus 4.5 Reasoning 1497.5
GPT-5.2 Max 1495.3
Gemini 3 Pro Turbo 1494.9
Grok 4 Max 1491.4
Claude Opus 4.5 1491.2
GPT-5.1 Pro 1490.0
Grok 4 Reasoning 1487.6

Top 10 leaderboard

#ModelProviderContextInput / 1MAvg score
1 Claude Opus 4.5 Max Anthropic 1000000 $20.90 87.8
2 GPT-5.2 Reasoning OpenAI 1000000 $20.98 87.5
3 GPT-5.2 Turbo OpenAI 1000000 $20.73 87.4
4 Claude Opus 4.5 Reasoning Anthropic 2000000 $20.91 88.2
5 GPT-5.2 Max OpenAI 1000000 $21.39 89.2
6 Gemini 3 Pro Turbo Google DeepMind 400000 $19.62 86.4
7 Grok 4 Max xAI 2000000 $19.70 86.6
8 Claude Opus 4.5 Anthropic 400000 $19.42 87.7
9 GPT-5.1 Pro OpenAI 200000 $19.77 87.8
10 Grok 4 Reasoning xAI 2000000 $19.67 87.8

What this score means

On Arena Elo, Molmo 7B sits at #572 of 600. The leader, Claude Opus 4.5 Max, scores 1501.9, so the gap to the top is 318.5 points. The median model in this index scores 1373.8, which puts Molmo 7B below the midpoint.

Allen Institute for AI models average 1273.7 on this benchmark. Molmo 7B is 90.3 points below that provider line, so it is a weaker result than the average Allen Institute for AI model.

Among small open-weight models, the average is 1224.7. Molmo 7B is 41.3 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 1183.4 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 $0.42 per million input tokens, Molmo 7B is below the median input price of $4.00 across the 600 models scored on Arena Elo. The models immediately around it in the ranking are shown below so you can compare score and price together.

ModelProviderContextInput / 1MAvg score
Molmo 8B Allen Institute for AI 32768 $0.44 49.9
Llama 3 Modal 1.5B Modal 4096 $0.42 49.7
Llama 3.1 Turbo 1.5B Together AI 16384 $0.46 49.8
StableLM 2 8B Stability AI 32768 $0.38 47.0
Molmo 7B Allen Institute for AI 32768 $0.42 49.3
Llama 3 Baseten 1.5B Baseten 4096 $0.42 48.2
Phi-4 1.5B Microsoft 8192 $0.42 48.1

Other benchmarks for Molmo 7B

BenchmarkScoreRankPercentileRelative
MMLU-Pro 57.4 557 7th
GPQA Diamond 43.4 575 4th
SWE-bench Verified 32.3 574 4th
HumanEval 51.2 564 6th
MATH-500 50.0 557 7th
AIME 2025 37.1 555 8th
LiveCodeBench 37.9 550 8th
IFEval 61.3 562 6th
TruthfulQA 56.1 565 6th
HellaSwag 65.3 580 3th
MMMU 50.2 552 8th

FAQ

What score does Molmo 7B get on Arena Elo?

Molmo 7B scores 1183.4 on Arena Elo in this index. The benchmark average is 1349.9 and the top score is 1501.9.

How does Molmo 7B rank on Arena Elo?

It ranks #572 of 600 models, in the 5th percentile. The leader is Claude Opus 4.5 Max at 1501.9.

Is Molmo 7B good at Arena Elo?

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 Arena Elo score calculated?

Arena Elo is a preference 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 7B cost?

Molmo 7B costs $0.42 per million input tokens and $2.22 per million output tokens.

Related