Preference · Stability AI

StableLM 2 Base on Arena Elo: score, rank and what it means

StableLM 2 Base scores 1288.1 on Arena Elo, placing it #433 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
1288.1
0–100 scale
Rank
#433
of 600
Percentile
28th
within the index
Benchmark avg
1349.9
all models
Leader
1501.9
Claude Opus 4.5 Max
Gap to leader
213.8
points

Score distribution

The chart shows the top 10 models on Arena Elo, with StableLM 2 Base 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, StableLM 2 Base sits at #433 of 600. The leader, Claude Opus 4.5 Max, scores 1501.9, so the gap to the top is 213.8 points. The median model in this index scores 1373.8, which puts StableLM 2 Base below the midpoint.

Stability AI models average 1232.1 on this benchmark. StableLM 2 Base is 56.0 points above that provider line, so it is a stronger result than the average Stability AI model.

Among open-weight models, the average is 1338.0. StableLM 2 Base is 49.9 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 1288.1 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 $1.49 per million input tokens, StableLM 2 Base 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 Instruct EleutherAI 16384 $1.52 62.6
Pythia Instruct EleutherAI 8192 $1.41 60.8
Auto Mini OpenRouter 4096 $4.24 61.6
ERNIE 4.0 Nano Baidu 32768 $4.68 62.1
StableLM 2 Base Stability AI 8192 $1.49 61.9
QwQ 8B Alibaba Cloud 16384 $1.37 59.5
Llama 4 Maverick 7B Meta AI 4096 $1.52 61.9

Other benchmarks for StableLM 2 Base

BenchmarkScoreRankPercentileRelative
MMLU-Pro 67.7 421 30th
GPQA Diamond 58.5 421 30th
SWE-bench Verified 44.7 469 22th
HumanEval 67.3 418 30th
MATH-500 63.9 426 29th
AIME 2025 55.9 410 32th
LiveCodeBench 53.3 416 31th
IFEval 70.8 444 26th
TruthfulQA 66.9 432 28th
HellaSwag 74.2 453 25th
MMMU 57.4 463 23th

FAQ

What score does StableLM 2 Base get on Arena Elo?

StableLM 2 Base scores 1288.1 on Arena Elo in this index. The benchmark average is 1349.9 and the top score is 1501.9.

How does StableLM 2 Base rank on Arena Elo?

It ranks #433 of 600 models, in the 28th percentile. The leader is Claude Opus 4.5 Max at 1501.9.

Is StableLM 2 Base 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 StableLM 2 Base cost?

StableLM 2 Base costs $1.49 per million input tokens and $5.44 per million output tokens.

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