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Compare / head-to-head

GPT-4.1vsNorth Mini Code

North Mini Code leads 1 of 1 shared benchmark. GPT-4.1 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 – 1
North Mini Code leads
Cheaper per token
list price, input + output
Larger context
GPT-4.1
1.0M tokens
Provider uptime (30d)
95.0617% · 100%
OpenAI · Cohere
GPT-4.1
OpenAI · released 2025-04-14
textvision
Context
1.0M
Max out
33K
Input /1M
$2
Output /1M
$8
Cached /1M
$0.5
Scores
10 · 8 core
North Mini Code
Cohere · released 2026-06-09
text
Context
256K
Max out
64K
Input /1M
Output /1M
Cached /1M
Scores
6 · 2 core
Quality

Benchmark matrix

BenchmarkGPT-4.1North Mini CodeΔEdge
Reported by both · 1
SWE-bench Verified54.6% 67.6% -13 ptNorth Mini Code
Only GPT-4.1 reports · 8
GPQA Diamond66.3% not reported
MMLU90.2% not reported
AIME 202448.1% not reported
FrontierMath Tiers 1-3 v2 (Epoch AI run)6% epochnot reported
OTIS Mock AIME 2024-2025 (Epoch AI run)38.3% epochnot reported
SimpleQA Verified31.1% epochnot reported
SWE-bench Verified (Epoch AI run)48.5% epochnot reported
Video-MME (long, no subtitles)72% not reported
Only North Mini Code reports · 5
LiveCodeBench v6not reported70.3%
SciCodenot reported38.2%
SWE-bench Pronot reported40.2%
Terminal-Bench Hardnot reported31.1%
Terminal-Bench v2not reported36%
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 minus North Mini Code 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-4.1North Mini CodeEdge
Context window1.0M tokens256K tokensGPT-4.1
Max output33K tokens64K tokensNorth Mini Code
Input price / 1M$2
Output price / 1M$8
Cached input / 1M$0.5
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$10
Modalitiestext · visiontextGPT-4.1
Released2025-04-142026-06-09
Cited benchmark scores106
Reliability

Provider status

All providers
More matchups

North Mini Code vs …

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Which one wins on your data?

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