The Known Good Updated 29 Jul 2026
claude-haiku-4-5-20251001 vs OpenAI: GPT-5 Nano ·Anthropic vs OpenAI

claude-haiku-4-5-20251001 vs OpenAI: GPT-5 Nano — head-to-head comparison

claude-haiku-4-5-20251001 profile OpenAI: GPT-5 Nano profile All comparisons
claude-haiku-4-5-20251001 — Anthropic
Quality
#34 of 62
67based on 4 of 7 evaluations
Known Good Index
Speed
unranked
Output tokens per second
Price
unranked
Blended per 1M tokens
Cache hit price
unranked
per 1M tokens
Context
unranked
tokens
OpenAI: GPT-5 Nano — OpenAI
Quality
#32 of 62
67based on 4 of 7 evaluations
Known Good Index
Speed
#47 of 317
97.5
Output tokens per second
Price
#58 of 370
$0.14
Blended per 1M tokens
In $0.05 · Out $0.40
Cache hit price
#14 of 238
$0.005
per 1M tokens (−90%)
Context
#120 of 375
400k
tokens (~600 pages)
Summary

On the Known Good Index, claude-haiku-4-5-20251001 scores 67 and OpenAI: GPT-5 Nano scores 67, which puts them level. They share 4 published evaluations, with claude-haiku-4-5-20251001 ahead on 3 and OpenAI: GPT-5 Nano ahead on 1.

Published pricing is tracked for OpenAI: GPT-5 Nano only, at $0.14 per 1M tokens blended.

claude-haiku-4-5-20251001 is proprietary; OpenAI: GPT-5 Nano is proprietary. 2 tracked hosts serve one or both.

Generated from tracked data on 29 Jul 2026 · how these comparisons are computed →

At a glance
Metricclaude-haiku-4-5-20251001OpenAI: GPT-5 Nano
Known Good Index 67 based on 4 of 7 evaluations 67 based on 4 of 7 evaluations
Blended $/1M $0.14
Output tok/s 98
Context window 400k
Providers 0 2
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Quality

Known Good Index and the capability indices, side by side

Index scores

Each index is min-max normalised across tracked models and scaled 0–100 from published evaluations. We do not run these evaluations.

Metricclaude-haiku-4-5-20251001OpenAI: GPT-5 Nano
Known Good Index 67 67
Mathematics Index 82 89
Agentic Index 30 21
Openness Index 5 5
The Known Good

Quality Breakdown

Every evaluation both models report a published score for

Evaluations both models report

Bar = claude-haiku-4-5-20251001 · marker = OpenAI: GPT-5 Nano · scores ingested from Epoch AI (CC-BY 4.0)

GPQA Diamond71 / 69
Mock AIME 2024–2567 / 81
MATH Level 596 / 95
Terminal-Bench30 / 22

Right-hand figures read claude-haiku-4-5-20251001 / OpenAI: GPT-5 Nano. claude-haiku-4-5-20251001 leads on 3 of 4, OpenAI: GPT-5 Nano on 1.

The Known Good

Arena Elo

Human preference rating from blind pairwise votes

Arena ratings

Elo from blind pairwise votes, ingested from Arena. Higher is better.

Metricclaude-haiku-4-5-20251001OpenAI: GPT-5 Nano
Text Arena 1,394
Text Arena (style controlled) 1,412
The Known Good

Price & Cost

Published API pricing by token type

Published pricing

USD per 1M tokens. Blended is a 3:1 input:output mix. Live from OpenRouter, cross-checked against models.dev. Lower is better.

Metricclaude-haiku-4-5-20251001OpenAI: GPT-5 Nano
Input $/1M $0.05
Output $/1M $0.40
Blended $/1M $0.14
Cache read $/1M $0.005
The Known Good
We publish blended price rather than cost-per-task. Cost-per-task requires token counts from an evaluation suite we do not run. Blended price is computed from published rates and is fully reproducible — see the pricing methodology.

Context Window

Maximum input accepted and maximum output emitted

Context and output limits

Provider-declared limits, from metadata via models.dev and OpenRouter. Higher is better.

Metricclaude-haiku-4-5-20251001OpenAI: GPT-5 Nano
Context window 400k
Max output tokens 128k
The Known Good

Speed & Latency

Median throughput and time to first token across hosting providers

Output speedTime to first token
Throughput and latency

Medians across all tracked providers, derived from OpenRouter endpoint telemetry.

Metricclaude-haiku-4-5-20251001OpenAI: GPT-5 Nano
Output tokens/s 98
Time to first token 2.3s
The Known Good

Providers

Which hosts serve each model, and at what price and speed

2 hosts
Full provider benchmarks →
Provider claude-haiku-4-5-20251001 blendedclaude-haiku-4-5-20251001 tok/s OpenAI: GPT-5 Nano blendedOpenAI: GPT-5 Nano tok/s
OpenAI · first party $0.07 186
Azure · first party $0.14 58

Per-host pricing and telemetry from OpenRouter. A dash means that host does not serve that model.

The Known Good
Sources for this page
Pricing & providers — OpenRouter Metadata — models.dev Benchmarks — Epoch AI (CC-BY 4.0)Elo — Arena Full attribution →