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Compare / head-to-head

GPT-4.1 nanovsQwen3.8-Max

Qwen3.8-Max leads 3 of 3 shared benchmarks. GPT-4.1 nano is 13.2x cheaper per token. GPT-4.1 nano has the larger context window (1.0M tokens).

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

Shared benchmarks
0 – 3
Qwen3.8-Max leads
Cheaper per token
GPT-4.1 nano
13.2x cheaper, input + output
Larger context
GPT-4.1 nano
1.0M tokens
Provider uptime (30d)
94.5392% · —
OpenAI · Qwen
GPT-4.1 nano
OpenAI · released 2025-04-14
textvision
Context
1.0M
Max out
33K
Input /1M
$0.1
Output /1M
$0.4
Cached /1M
$0.025
Scores
7 · 5 core
Qwen3.8-Max
Qwen · released 2026-08-02
textvision
Context
1M
Max out
131K
Input /1M
$1.65
Output /1M
$4.95
Cached /1M
Scores
9 · 7 core
Quality

Benchmark matrix

BenchmarkGPT-4.1 nanoQwen3.8-MaxΔEdge
Reported by both · 3
GPQA Diamond50.3% 92.6% -42.3 ptQwen3.8-Max
OTIS Mock AIME 2024-2025 (Epoch AI run)28.9% epoch99.4% epoch-70.5 ptQwen3.8-Max
SimpleQA Verified6% epoch45.8% epoch-39.8 ptQwen3.8-Max
Only GPT-4.1 nano reports · 3
MMLU80.1% not reported
Aider Polyglot9.8% not reported
AIME 202429.4% not reported
Only Qwen3.8-Max reports · 5
LMArena Elonot reported1480.6
FrontierMath Tier 4 v2 (Epoch AI run)not reported46.3% epoch
FrontierMath Tiers 1-3 v2 (Epoch AI run)not reported74.7% epoch
SWE-Bench Pronot reported67.7%
Terminal-Bench 2.1not reported86.6%
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-4.1 nano minus Qwen3.8-Max 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-4.1 nanoQwen3.8-MaxEdge
Context window1.0M tokens1M tokensGPT-4.1 nano
Max output33K tokens131K tokensQwen3.8-Max
Input price / 1M$0.1 $1.65 GPT-4.1 nano
Output price / 1M$0.4 $4.95 GPT-4.1 nano
Cached input / 1M$0.025
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$0.5$6.6GPT-4.1 nano
Modalitiestext · visiontext · visionTie
Released2025-04-142026-08-02
Cited benchmark scores79
Reliability

Provider status

All providers
More matchups

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Which one wins on your data?

Public benchmarks are a starting point. Run GPT-4.1 nano and Qwen3.8-Max on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.