Preference · Moonshot AI

Kimi K1.5 8B on Arena Elo: score, rank and what it means

Kimi K1.5 8B scores 1300.8 on Arena Elo, placing it #420 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
1300.8
0–100 scale
Rank
#420
of 600
Percentile
30th
within the index
Benchmark avg
1349.9
all models
Leader
1501.9
Claude Opus 4.5 Max
Gap to leader
201.1
points

Score distribution

The chart shows the top 10 models on Arena Elo, with Kimi K1.5 8B 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, Kimi K1.5 8B sits at #420 of 600. The leader, Claude Opus 4.5 Max, scores 1501.9, so the gap to the top is 201.1 points. The median model in this index scores 1373.8, which puts Kimi K1.5 8B below the midpoint.

Moonshot AI models average 1366.5 on this benchmark. Kimi K1.5 8B is 65.7 points below that provider line, so it is a weaker result than the average Moonshot AI model.

Among small open-weight models, the average is 1224.7. Kimi K1.5 8B is 76.1 points above that group. This is the more useful comparison if you are shortlisting within the same tier rather than across the whole index.

Read a 1300.8 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 $1.54 per million input tokens, Kimi K1.5 8B 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
Zephyr Instruct Hugging Face 4096 $1.66 62.4
Mistral Large 3 8B Mistral AI 16384 $1.62 61.6
Nova Pro Nano Amazon 8192 $5.44 65.4
MiniMax-M2 8B MiniMax 32768 $1.65 61.7
Kimi K1.5 8B Moonshot AI 8192 $1.54 62.2
Firefunction Mini Fireworks AI 32768 $4.63 63.2
Hunyuan-Turbo Nano Tencent 32768 $4.65 62.7

Other benchmarks for Kimi K1.5 8B

BenchmarkScoreRankPercentileRelative
MMLU-Pro 68.1 415 31th
GPQA Diamond 59.2 413 31th
SWE-bench Verified 45.6 456 24th
HumanEval 66.1 429 29th
MATH-500 62.1 443 26th
AIME 2025 54.4 417 31th
LiveCodeBench 52.1 428 29th
IFEval 72.6 422 30th
TruthfulQA 66.9 431 28th
HellaSwag 76.2 424 29th
MMMU 61.0 420 30th

FAQ

What score does Kimi K1.5 8B get on Arena Elo?

Kimi K1.5 8B scores 1300.8 on Arena Elo in this index. The benchmark average is 1349.9 and the top score is 1501.9.

How does Kimi K1.5 8B rank on Arena Elo?

It ranks #420 of 600 models, in the 30th percentile. The leader is Claude Opus 4.5 Max at 1501.9.

Is Kimi K1.5 8B 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 Kimi K1.5 8B cost?

Kimi K1.5 8B costs $1.54 per million input tokens and $5.98 per million output tokens.

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