Head-to-head · frontier vs frontier

Grok 3 Max vs o3 Max: which model should you choose?

We compared Grok 3 Max and o3 Max on price, context window and 12 benchmarks. Grok 3 Max has the stronger average benchmark score; Grok 3 Max is cheaper on a blended 3:1 basis.

xAI

Grok 3 Max

Grok 3 Max is a frontier model from xAI. It offers a 2,000,000-token context window, costs $17.66 per million input tokens and $89.12 per million output tokens, and averages 85.9 across the index's benchmark suite.

Input
$17.66 / 1M
Output
$89.12 / 1M
Context
2,000,000
Avg score
85.9
Open weights
No
Full Grok 3 Max page
OpenAI

o3 Max

o3 Max is a frontier model from OpenAI. It offers a 2,000,000-token context window, costs $17.82 per million input tokens and $90.55 per million output tokens, and averages 84.8 across the index's benchmark suite.

Input
$17.82 / 1M
Output
$90.55 / 1M
Context
2,000,000
Avg score
84.8
Open weights
No
Full o3 Max page

Specification comparison

SpecGrok 3 Maxo3 MaxEdge
Input price / 1M$17.66$17.82A
Output price / 1M$89.12$90.55A
Context window2,000,0002,000,000Tie
Max output32,768128,000B
Average score85.984.8A
Arena Elo1475.81465.2A
Open weightsNoNoTie

Benchmark comparison

Grok 3 Max wins 9, o3 Max wins 3, and 0 benchmarks are tied. The table shows the modelled score for each model and the gap.

BenchmarkGrok 3 Maxo3 MaxGapWinner
MMLU-Pro87.384.92.4Grok 3 Max
GPQA Diamond80.982.71.8o3 Max
SWE-bench Verified73.671.81.8Grok 3 Max
HumanEval91.989.82.1Grok 3 Max
MATH-50091.987.04.9Grok 3 Max
AIME 202586.686.20.4Grok 3 Max
LiveCodeBench79.776.43.3Grok 3 Max
IFEval92.692.50.1Grok 3 Max
TruthfulQA86.787.30.6o3 Max
HellaSwag91.893.41.6o3 Max
MMMU82.380.81.5Grok 3 Max
Arena Elo1475.81465.210.6Grok 3 Max

Price analysis

On a blended 3:1 input-to-output basis, Grok 3 Max costs about $35.53 per million tokens and o3 Max costs about $36.00. Grok 3 Max is roughly 1% cheaper than o3 Max. At high volume, that gap compounds quickly, so price should carry real weight unless the quality difference is decisive.

Both models list a 2,000,000-token context window. That is enough for long documents, large codebases and multi-step agent traces.

Verdict

Across 12 shared benchmarks, Grok 3 Max wins 9, o3 Max wins 3, and 0 are tied. On the index average, Grok 3 Max leads o3 Max by 1.1 points (85.9 versus 84.8).

The price picture favours Grok 3 Max. The context picture is effectively a tie. Those two dimensions often matter more than a few benchmark points once a model is good enough for the task.

If you need a single default, start with Grok 3 Max for quality-sensitive work, and check whether its price holds at your expected volume before committing.

Choose Grok 3 Max if

  • You want the higher average benchmark score in this index.
  • Unit cost matters and you want the cheaper blended price.

Choose o3 Max if

  • You need the larger 128,000-token output limit.

FAQ

Is Grok 3 Max better than o3 Max?

On the index average, Grok 3 Max leads o3 Max by 1.1 points (85.9 versus 84.8). The better choice depends on price, context and your task. Grok 3 Max wins 9 benchmarks, o3 Max wins 3.

Which is cheaper, Grok 3 Max or o3 Max?

Grok 3 Max is cheaper on a blended 3:1 basis at about $35.53 per million tokens, versus $36.00 for o3 Max.

Which has the larger context window?

Both models list a 2,000,000-token context window.

Are these models open weights?

Grok 3 Max is proprietary; o3 Max is proprietary.

Which should I choose for production?

If you need a single default, start with Grok 3 Max for quality-sensitive work, and check whether its price holds at your expected volume before committing.

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