Mathematics · Baseten

Llama 3 Baseten Chat on MATH-500: score, rank and what it means

Llama 3 Baseten Chat scores 77.2 on MATH-500, placing it #273 of 600 models in the index. The benchmark average is 72.5 and the leader is GPT-5.2 Max at 96.7.

Score
77.2
0–100 scale
Rank
#273
of 600
Percentile
55th
within the index
Benchmark avg
72.5
all models
Leader
96.7
GPT-5.2 Max
Gap to leader
19.5
points

Score distribution

The chart shows the top 10 models on MATH-500, with Llama 3 Baseten Chat highlighted. Longer bars mean higher scores.

GPT-5.2 Max 96.7
GPT-5.1 Reasoning 95.9
GPT-5.1 Pro 95.1
o4 Reasoning 94.8
Grok 4 Max 94.6
Grok 4 Reasoning 94.4
Claude Opus 4.5 Max 94.2
Claude Opus 4.5 93.7
Gemini 3 Pro Reasoning 93.3
Claude Opus 4.5 Turbo 93.2

Top 10 leaderboard

#ModelProviderContextInput / 1MAvg score
1 GPT-5.2 Max OpenAI 1000000 $21.39 89.2
2 GPT-5.1 Reasoning OpenAI 400000 $20.27 88.3
3 GPT-5.1 Pro OpenAI 200000 $19.77 87.8
4 o4 Reasoning OpenAI 1000000 $19.69 87.5
5 Grok 4 Max xAI 2000000 $19.70 86.6
6 Grok 4 Reasoning xAI 2000000 $19.67 87.8
7 Claude Opus 4.5 Max Anthropic 1000000 $20.90 87.8
8 Claude Opus 4.5 Anthropic 400000 $19.42 87.7
9 Gemini 3 Pro Reasoning Google DeepMind 200000 $19.69 87.5
10 Claude Opus 4.5 Turbo Anthropic 2000000 $19.57 85.7

What this score means

On MATH-500, Llama 3 Baseten Chat sits at #273 of 600. The leader, GPT-5.2 Max, scores 96.7, so the gap to the top is 19.5 points. The median model in this index scores 76.0, which puts Llama 3 Baseten Chat above the midpoint.

Baseten models average 67.1 on this benchmark. Llama 3 Baseten Chat is 10.1 points above that provider line, so it is a stronger result than the average Baseten model.

Among multimodal models, the average is 81.3. Llama 3 Baseten Chat is 4.1 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 77.2 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 $3.55 per million input tokens, Llama 3 Baseten Chat is below the median input price of $4.00 across the 600 models scored on MATH-500. The models immediately around it in the ranking are shown below so you can compare score and price together.

ModelProviderContextInput / 1MAvg score
Llama 3 Baseten Instruct Baseten 200000 $3.91 76.2
Llama 3.1 Cerebras Chat Cerebras 32768 $4.07 76.0
Llama 3.3 Groq Base Groq 16384 $3.24 73.5
Claude Opus 4.5 Nano Anthropic 32768 $9.38 73.3
Llama 3 Baseten Chat Baseten 200000 $3.55 73.2
Mistral Small 3 Mistral AI 32768 $3.90 75.3
Llama 3 Hyperbolic Base Hyperbolic 32768 $3.02 71.1

Other benchmarks for Llama 3 Baseten Chat

BenchmarkScoreRankPercentileRelative
MMLU-Pro 75.0 333 45th
GPQA Diamond 69.3 286 52th
SWE-bench Verified 62.9 255 58th
HumanEval 76.8 310 48th
AIME 2025 68.4 288 52th
LiveCodeBench 64.0 317 47th
IFEval 82.1 273 55th
TruthfulQA 76.3 298 50th
HellaSwag 84.2 271 55th
MMMU 69.4 319 47th
Arena Elo 1396.4 219 64th

FAQ

What score does Llama 3 Baseten Chat get on MATH-500?

Llama 3 Baseten Chat scores 77.2 on MATH-500 in this index. The benchmark average is 72.5 and the top score is 96.7.

How does Llama 3 Baseten Chat rank on MATH-500?

It ranks #273 of 600 models, in the 55th percentile. The leader is GPT-5.2 Max at 96.7.

Is Llama 3 Baseten Chat good at MATH-500?

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 MATH-500 score calculated?

MATH-500 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 Llama 3 Baseten Chat cost?

Llama 3 Baseten Chat costs $3.55 per million input tokens and $16.64 per million output tokens.

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