Instruction following · Moonshot AI

Kimi K1.5 1.5B on IFEval: score, rank and what it means

Kimi K1.5 1.5B scores 66.0 on IFEval, placing it #518 of 600 models in the index. The benchmark average is 78.6 and the leader is Claude Opus 4.5 Pro at 96.1.

Score
66.0
0–100 scale
Rank
#518
of 600
Percentile
14th
within the index
Benchmark avg
78.6
all models
Leader
96.1
Claude Opus 4.5 Pro
Gap to leader
30.1
points

Score distribution

The chart shows the top 10 models on IFEval, with Kimi K1.5 1.5B highlighted. Longer bars mean higher scores.

Claude Opus 4.5 Pro 96.1
Claude Opus 4.5 Reasoning 95.9
GPT-5.2 Pro 95.6
GPT-5.2 Max 95.2
GPT-5.2 Reasoning 95.0
GPT-5.1 Pro 94.8
Gemini 3 Pro Max 94.7
GPT-5.1 Reasoning 94.6
Claude Opus 4.5 Max 94.5
o4 Reasoning 94.5

Top 10 leaderboard

#ModelProviderContextInput / 1MAvg score
1 Claude Opus 4.5 Pro Anthropic 200000 $20.98 89.1
2 Claude Opus 4.5 Reasoning Anthropic 2000000 $20.91 88.2
3 GPT-5.2 Pro OpenAI 2000000 $21.32 89.6
4 GPT-5.2 Max OpenAI 1000000 $21.39 89.2
5 GPT-5.2 Reasoning OpenAI 1000000 $20.98 87.5
6 GPT-5.1 Pro OpenAI 200000 $19.77 87.8
7 Gemini 3 Pro Max Google DeepMind 2000000 $20.57 87.9
8 GPT-5.1 Reasoning OpenAI 400000 $20.27 88.3
9 Claude Opus 4.5 Max Anthropic 1000000 $20.90 87.8
10 o4 Reasoning OpenAI 1000000 $19.69 87.5

What this score means

On IFEval, Kimi K1.5 1.5B sits at #518 of 600. The leader, Claude Opus 4.5 Pro, scores 96.1, so the gap to the top is 30.1 points. The median model in this index scores 81.2, which puts Kimi K1.5 1.5B below the midpoint.

Moonshot AI models average 80.8 on this benchmark. Kimi K1.5 1.5B is 14.8 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 64.9. Kimi K1.5 1.5B is 1.1 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 66.0 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 $0.75 per million input tokens, Kimi K1.5 1.5B is below the median input price of $4.00 across the 600 models scored on IFEval. The models immediately around it in the ranking are shown below so you can compare score and price together.

ModelProviderContextInput / 1MAvg score
Llama 4 Maverick 1.5B Meta AI 8192 $0.93 55.2
Llama 3 Replicate 7B Replicate 32768 $0.91 56.0
Llama 3 Baseten 7B Baseten 32768 $0.87 55.3
Mixtral Turbo 7B Together AI 8192 $0.68 53.2
Kimi K1.5 1.5B Moonshot AI 4096 $0.75 53.2
Llama 3 Hyperbolic 8B Hyperbolic 16384 $0.92 56.0
Llama 3.1 Turbo 7B Together AI 8192 $0.98 56.4

Other benchmarks for Kimi K1.5 1.5B

BenchmarkScoreRankPercentileRelative
MMLU-Pro 61.5 508 15th
GPQA Diamond 47.1 547 9th
SWE-bench Verified 38.6 533 11th
HumanEval 55.2 541 10th
MATH-500 53.4 532 11th
AIME 2025 41.8 531 12th
LiveCodeBench 41.3 531 12th
TruthfulQA 57.6 549 9th
HellaSwag 70.6 528 12th
MMMU 52.0 531 12th
Arena Elo 1225.8 531 12th

FAQ

What score does Kimi K1.5 1.5B get on IFEval?

Kimi K1.5 1.5B scores 66.0 on IFEval in this index. The benchmark average is 78.6 and the top score is 96.1.

How does Kimi K1.5 1.5B rank on IFEval?

It ranks #518 of 600 models, in the 14th percentile. The leader is Claude Opus 4.5 Pro at 96.1.

Is Kimi K1.5 1.5B good at IFEval?

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 IFEval score calculated?

IFEval is a instruction following 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 1.5B cost?

Kimi K1.5 1.5B costs $0.75 per million input tokens and $3.70 per million output tokens.

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