Preference · Alibaba Cloud

Qwen3-Coder 7B on Arena Elo: score, rank and what it means

Qwen3-Coder 7B scores 1275.4 on Arena Elo, placing it #452 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
1275.4
0–100 scale
Rank
#452
of 600
Percentile
25th
within the index
Benchmark avg
1349.9
all models
Leader
1501.9
Claude Opus 4.5 Max
Gap to leader
226.5
points

Score distribution

The chart shows the top 10 models on Arena Elo, with Qwen3-Coder 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, Qwen3-Coder 7B sits at #452 of 600. The leader, Claude Opus 4.5 Max, scores 1501.9, so the gap to the top is 226.5 points. The median model in this index scores 1373.8, which puts Qwen3-Coder 7B below the midpoint.

Alibaba Cloud models average 1370.9 on this benchmark. Qwen3-Coder 7B is 95.5 points below that provider line, so it is a weaker result than the average Alibaba Cloud model.

Among coding models, the average is 1341.0. Qwen3-Coder 7B is 65.6 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 1275.4 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 $1.24 per million input tokens, Qwen3-Coder 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
GPT-NeoX EleutherAI 16384 $1.57 61.7
Llama 3.3 Groq 8B Groq 16384 $1.17 59.5
Llama 3.1 8B Meta AI 8192 $1.15 58.7
GLM-4.6 7B Zhipu AI 16384 $1.52 61.8
Qwen3-Coder 7B Alibaba Cloud 32768 $1.24 59.6
Nova Lite Nano Amazon 8192 $3.29 59.5
Llama 3.1 Turbo 8B Together AI 32768 $1.16 58.8

Other benchmarks for Qwen3-Coder 7B

BenchmarkScoreRankPercentileRelative
MMLU-Pro 66.4 434 28th
GPQA Diamond 55.6 457 24th
SWE-bench Verified 43.4 487 19th
HumanEval 62.1 467 22th
MATH-500 61.9 447 26th
AIME 2025 52.7 437 27th
LiveCodeBench 48.3 463 23th
IFEval 71.1 441 27th
TruthfulQA 64.3 467 22th
HellaSwag 72.9 484 19th
MMMU 56.4 482 20th

FAQ

What score does Qwen3-Coder 7B get on Arena Elo?

Qwen3-Coder 7B scores 1275.4 on Arena Elo in this index. The benchmark average is 1349.9 and the top score is 1501.9.

How does Qwen3-Coder 7B rank on Arena Elo?

It ranks #452 of 600 models, in the 25th percentile. The leader is Claude Opus 4.5 Max at 1501.9.

Is Qwen3-Coder 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 Qwen3-Coder 7B cost?

Qwen3-Coder 7B costs $1.24 per million input tokens and $5.31 per million output tokens.

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