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A · closed · GPT-4 / o-series

GPT-4.1 Nano

OpenAI

B · closed · GPT-4 / o-series

GPT-4 Turbo

OpenAI

4:4

overall capability wins (0 ties across 8 scored). GPT-4 Turbo leads overall.

  • Reasoning2:1
  • Coding0:2
  • Arena0:1
  • Pricing3:0
  • Speed2:0
  • Specs2:0

Verdict

GPT-4 Turbo leads coding (widest gap: +6.0 on SciCode); GPT-4.1 Nano edges reasoning & knowledge; GPT-4.1 Nano offers ~7.8x larger context (1M vs 128K).

  • GPT-4 Turbo leads coding (widest gap: +6.0 on SciCode)
  • GPT-4.1 Nano edges reasoning & knowledge
  • GPT-4.1 Nano offers ~7.8x larger context (1M vs 128K)
  • GPT-4.1 Nano allows ~8.0x more max output (33K vs 4K)
  • GPT-4.1 Nano is ~85.7x cheaper on a blended token basis than GPT-4 Turbo

Cost for 1M in + 250K out

Illustrative chat workload at primary-provider list prices.

GPT-4.1 Nano
$0.20
GPT-4 Turbo
$17.50

GPT-4.1 Nano is about 87.5x cheaper on this workload.

Price per 1M tokens

Full comparison

Organization

OpenAI

OpenAI

Family

GPT-4 / o-series

GPT-4 / o-series

License

Proprietary

Proprietary

Open weights

No

No

Release

Apr 14, 2025

Nov 6, 2023

Knowledge cutoff

-

-

API / provider

OpenAI

OpenAI

Modalities

text, image → text

text, image → text

Specs

Context window

1M

128K

A +872K

Max output

33K

4K

A +29K

Parameters

—

—

—

Pricing

Input $/1M

$0.10

$10

A +$9.90

Output $/1M

$0.40

$30

A +$29.60

Blended $/1M (3∶1)

$0.18

$15

A +$14.82

Speed

tok/s

160

55

A +105

TTFT (s)

0.18

0.6

A +0.42

Reasoning

MMLU-Pro

65.7

69.4

B +3.7 pts

GPQA Diamond

51.2

—

—

Humanity's Last Exam

3.8

3.1

A +0.7 pts

AIME 2025

24.0

—

—

MATH-500

84.8

73.7

A +11.1 pts

Humanity's Last Exam (with tools)

—

—

—

AA-Omniscience Accuracy

13.7

—

—

AA-LCR v1.1

20.3

—

—

CritPt

—

—

—

MMMU-Pro

40.1

—

—

IFBench

32.0

—

—

Chartography

—

—

—

Chartography (With Tools)

—

—

—

Coding

SWE-bench Verified

—

—

—

SWE-bench Pro

—

—

—

SWE-bench Multilingual

—

—

—

LiveCodeBench

32.6

37.3

B +4.7 pts

Terminal-Bench 2.1

3.7

—

—

Aider Polyglot

8.9

—

—

Terminal-Bench 3

—

—

—

BigCodeBench

—

48.2

—

SciCode

25.9

31.9

B +6.0 pts

CursorBench

—

—

—

SWE-Rebench

0.3

—

—

NL2Repo-Bench

—

—

—

DeepSWE

—

—

—

WebDev Arena

—

—

—

Terminal-Bench 4.0

—

—

—

CursorBench 4.0

—

—

—

FrontierCode v1.1 (Main)

—

—

—

Arena

LMArena Elo

1,322

1,324

B +2 Elo

GPT-4.1 Nano

Context
1M / 33K out
Parameters
—
Price
$0.10 / $0.40
Speed
160 tok/s · 0.18s TTFT
Modalities
text, image → text
License
Proprietary

Cheapest GPT-4.1 tier for classification, routing, and high-volume extraction with a full 1M context window.

GPT-4 Turbo

Context
128K / 4K out
Parameters
—
Price
$10 / $30
Speed
55 tok/s · 0.6s TTFT
Modalities
text, image → text
License
Proprietary

128K-context GPT-4 refresh with vision — long-running production workhorse before GPT-4o / 4.1.

Benchmark charts

Winner bars are emphasized. Per-benchmark deltas sit above each chart.

Reasoning & knowledge

MMLU-Pro: B +3.7HLE: A +0.7MATH-500: A +11.1

Coding

LiveCode: B +4.7SciCode: B +6.0

Arena

Arena Elo: B +2

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