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Compare / head-to-head

GPT-4ovsQwen3-Coder-Next

GPT-4o and Qwen3-Coder-Next do not yet share a public benchmark, so quality cannot be compared apples-to-apples. Qwen3-Coder-Next has the larger context window (262K tokens).

Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.

Shared benchmarks
0
no overlap yet
Cheaper per token
list price, input + output
Larger context
Qwen3-Coder-Next
262K tokens
Provider uptime (30d)
94.2446% · —
OpenAI · Qwen
GPT-4o
OpenAI · released 2024-05-13
textvision
Context
128K
Max out
16K
Input /1M
$2.5
Output /1M
$10
Cached /1M
$1.25
Scores
9 · 8 core
Qwen3-Coder-Next
Qwen · released 2026-02-03
text
Context
262K
Max out
Input /1M
Output /1M
Cached /1M
Scores
3 · 2 core
Quality

Benchmark matrix

BenchmarkGPT-4oQwen3-Coder-NextΔEdge
Reported by both · 0
No public benchmark is reported for both models yet.
Only GPT-4o reports · 8
GPQA Diamond46% not reported
MMLU85.7% not reported
AIME 202511.7% matharenanot reported
AIME 202413.1% not reported
FrontierMath Tiers 1-3 v2 (Epoch AI run)0.4% epochnot reported
OTIS Mock AIME 2024-2025 (Epoch AI run)6.4% epochnot reported
SimpleQA Verified26% epochnot reported
SWE-bench Verified (Epoch AI run)31% epochnot reported
Only Qwen3-Coder-Next reports · 3
SWE-bench Verifiednot reported70.6%
SWE-Bench Pronot reported44.3%
Terminal-Bench 2.0not reported36.2%
Scores tagged "epoch" or "matharena" are independent runs, used only where the lab has not published its own; ⚠ marks rows MathArena flags as released after the competition. Higher is better on every row. Δ is GPT-4o minus Qwen3-Coder-Next in the benchmark's own unit. "Not reported" means the lab has not published that figure; it is not a zero. ↗ opens the source.
Specs & pricing

Side by side

SpecGPT-4oQwen3-Coder-NextEdge
Context window128K tokens262K tokensQwen3-Coder-Next
Max output16K tokens
Input price / 1M$2.5
Output price / 1M$10
Cached input / 1M$1.25
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$12.5
Modalitiestext · visiontextGPT-4o
Released2024-05-132026-02-03
Cited benchmark scores93
Reliability

Provider status

All providers
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Which one wins on your data?

Public benchmarks are a starting point. Run GPT-4o and Qwen3-Coder-Next on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.