Mathematics · ByteDance

Seed-OSS on AIME 2025: score, rank and what it means

Seed-OSS scores 74.2 on AIME 2025, placing it #176 of 600 models in the index. The benchmark average is 63.6 and the leader is Claude Opus 4.5 Pro at 91.4.

Score
74.2
0–100 scale
Rank
#176
of 600
Percentile
71th
within the index
Benchmark avg
63.6
all models
Leader
91.4
Claude Opus 4.5 Pro
Gap to leader
17.2
points

Score distribution

The chart shows the top 10 models on AIME 2025, with Seed-OSS highlighted. Longer bars mean higher scores.

Claude Opus 4.5 Pro 91.4
GPT-5.2 Pro 91.0
GPT-5.1 Pro 90.6
GPT-5.2 90.6
o4 Reasoning 90.3
o4 Pro 89.9
Claude Opus 4.5 89.8
Gemini 3 Pro Max 89.6
Claude Opus 4.5 Max 89.3
Claude Opus 4.5 Reasoning 88.9

Top 10 leaderboard

#ModelProviderContextInput / 1MAvg score
1 Claude Opus 4.5 Pro Anthropic 200000 $20.98 89.1
2 GPT-5.2 Pro OpenAI 2000000 $21.32 89.6
3 GPT-5.1 Pro OpenAI 200000 $19.77 87.8
4 GPT-5.2 OpenAI 2000000 $19.71 88.0
5 o4 Reasoning OpenAI 1000000 $19.69 87.5
6 o4 Pro OpenAI 1000000 $19.37 87.3
7 Claude Opus 4.5 Anthropic 400000 $19.42 87.7
8 Gemini 3 Pro Max Google DeepMind 2000000 $20.57 87.9
9 Claude Opus 4.5 Max Anthropic 1000000 $20.90 87.8
10 Claude Opus 4.5 Reasoning Anthropic 2000000 $20.91 88.2

What this score means

On AIME 2025, Seed-OSS sits at #176 of 600. The leader, Claude Opus 4.5 Pro, scores 91.4, so the gap to the top is 17.2 points. The median model in this index scores 67.6, which puts Seed-OSS above the midpoint.

ByteDance models average 66.1 on this benchmark. Seed-OSS is 8.1 points above that provider line, so it is a stronger result than the average ByteDance model.

Among multimodal models, the average is 73.9. Seed-OSS is 0.3 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 74.2 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 $3.74 per million input tokens, Seed-OSS is below the median input price of $4.00 across the 600 models scored on AIME 2025. The models immediately around it in the ranking are shown below so you can compare score and price together.

ModelProviderContextInput / 1MAvg score
Llama 3.3 Groq Chat Groq 32768 $4.06 76.8
Llama 4 Scout Meta AI 200000 $4.90 79.3
Magistral Mistral AI 200000 $4.75 79.8
Qwen3-Coder Alibaba Cloud 200000 $4.94 79.5
Seed-OSS ByteDance 32768 $3.74 75.3
Llama 3.1 Cerebras Chat Cerebras 32768 $4.07 76.0
Mistral Large 3 Chat Mistral AI 1000000 $4.90 79.1

Other benchmarks for Seed-OSS

BenchmarkScoreRankPercentileRelative
MMLU-Pro 79.6 193 68th
GPQA Diamond 72.6 209 65th
SWE-bench Verified 62.8 260 57th
HumanEval 76.9 309 49th
MATH-500 79.2 230 62th
LiveCodeBench 67.6 237 61th
IFEval 81.6 285 53th
TruthfulQA 77.1 279 54th
HellaSwag 83.5 307 49th
MMMU 73.5 206 66th
Arena Elo 1376.3 287 52th

FAQ

What score does Seed-OSS get on AIME 2025?

Seed-OSS scores 74.2 on AIME 2025 in this index. The benchmark average is 63.6 and the top score is 91.4.

How does Seed-OSS rank on AIME 2025?

It ranks #176 of 600 models, in the 71st percentile. The leader is Claude Opus 4.5 Pro at 91.4.

Is Seed-OSS good at AIME 2025?

Yes, relative to the index: it is above the median and inside the top half of scores. The result should be read alongside its price and context window.

How is the AIME 2025 score calculated?

AIME 2025 is a mathematics 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 Seed-OSS cost?

Seed-OSS costs $3.74 per million input tokens and $19.36 per million output tokens.

Related