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Compare / head-to-head

GPT-5 nanovsGrok 4 Fast Reasoning

Grok 4 Fast Reasoning leads 2 of 2 shared benchmarks. GPT-5 nano is 1.6x cheaper per token. Grok 4 Fast Reasoning has the larger context window (2M tokens).

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

Shared benchmarks
0 – 2
Grok 4 Fast Reasoning leads
Cheaper per token
GPT-5 nano
1.6x cheaper, input + output
Larger context
Grok 4 Fast Reasoning
2M tokens
Provider uptime (30d)
94.2446% · —
OpenAI · xAI
GPT-5 nano
OpenAI · released 2025-08-07
textvision
Context
400K
Max out
128K
Input /1M
$0.05
Output /1M
$0.4
Cached /1M
$0.005
Scores
7 · 7 core
Grok 4 Fast Reasoning
xAI · released 2025-09-19
text
Context
2M
Max out
Input /1M
$0.2
Output /1M
$0.5
Cached /1M
$0.05
Scores
12 · 4 core
Quality

Benchmark matrix

BenchmarkGPT-5 nanoGrok 4 Fast ReasoningΔEdge
Reported by both · 2
GPQA Diamond69.4% epoch85.7% -16.3 ptGrok 4 Fast Reasoning
AIME 202585% matharena92% -7 ptGrok 4 Fast Reasoning
Only GPT-5 nano reports · 5
SWE-bench Verified54.7% not reported
FrontierMath Tier 4 v2 (Epoch AI run)2.4% epochnot reported
FrontierMath Tiers 1-3 v2 (Epoch AI run)20% epochnot reported
OTIS Mock AIME 2024-2025 (Epoch AI run)81.1% epochnot reported
SimpleQA Verified11.7% epochnot reported
Only Grok 4 Fast Reasoning reports · 10
Humanity's Last Exam (no tools)not reported20%
BrowseCompnot reported44.9%
BrowseComp (zh)not reported51.2%
HMMT 2025 (no tools)not reported93.3%
LiveCodeBench (Jan-May)not reported80%
Reka Research Evalnot reported66%
Search Arena Elonot reported1163
SimpleQAnot reported95%
X Bench Deepsearch (zh)not reported74%
X Browsenot reported58%
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-5 nano minus Grok 4 Fast Reasoning 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-5 nanoGrok 4 Fast ReasoningEdge
Context window400K tokens2M tokensGrok 4 Fast Reasoning
Max output128K tokens
Input price / 1M$0.05 $0.2 GPT-5 nano
Output price / 1M$0.4 $0.5 GPT-5 nano
Cached input / 1M$0.005 $0.05 GPT-5 nano
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$0.45$0.7GPT-5 nano
Modalitiestext · visiontextGPT-5 nano
Released2025-08-072025-09-19
Cited benchmark scores712
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-5 nano and Grok 4 Fast Reasoning on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.