Inference Index
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o4 vs Qwen 3 Max

OpenAI vs Qwen. Specs, benchmarks, and real per-task cost — all in one page.

Verdict

Qwen 3 Max is ~9.4× cheaper on a 3:1 input:output blend. Qwen 3 Max is open-weights, the other is proprietary.

OpenAI
o4

Deep-reasoning model. Spends more tokens thinking to crush math, science, and hard coding problems.

State-of-the-art math and scienceExtremely high-ceiling reasoning
Qwen
Qwen 3 Max

Alibaba’s flagship. Strongest non-English coverage of any open model; dominant in Asian markets.

MultilingualOpen weightsCompetitive coding
Pricing
Input / 1M$15.00$1.60
Output / 1M$60.00$6.40
Context200K128K
Max output100K16K
LicenseProprietaryOpen weights
Released2026-02-182025-11-20
Benchmarks
LMSYS ELO1295.0
MMLU Pro93.884.0
HumanEval92.387.2
SWE-Bench68.0
MATH96.285.1
GPQA82.5
MMMU71.8
IFEval85.5
Per-task cost
Summarize a 1-hour meeting transcript$0.255$0.027
Review a 500-line pull request$0.240$0.026
Answer a customer support ticket$0.093$0.0099
Extract structured data from a resume$0.135$0.014
Debug a stack trace with context$0.210$0.022

Per-call cost using published token counts for each task. Real-world prompts vary.