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GPT-5.4 nanovsgpt-oss-20b

GPT-5.4 nano leads 2 of 2 shared benchmarks. GPT-5.4 nano has the larger context window (400K tokens).

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

Shared benchmarks
2 – 0
GPT-5.4 nano leads
Cheaper per token
list price, input + output
Larger context
GPT-5.4 nano
400K tokens
Provider uptime (30d)
94.2446%
OpenAI
GPT-5.4 nano
OpenAI · released 2026-03-17
textvision
Context
400K
Max out
128K
Input /1M
$0.2
Output /1M
$1.25
Cached /1M
$0.02
Scores
10 · 6 core
gpt-oss-20b
OpenAI · released 2025-08-05
text
Context
131K
Max out
131K
Input /1M
Output /1M
Cached /1M
Scores
6 · 5 core
Quality

Benchmark matrix

BenchmarkGPT-5.4 nanogpt-oss-20bΔEdge
Reported by both · 2
GPQA Diamond82.8% 71.5% +11.3 ptGPT-5.4 nano
OTIS Mock AIME 2024-2025 (Epoch AI run)87.8% epoch65.3% epoch+22.5 ptGPT-5.4 nano
Only GPT-5.4 nano reports · 7
FrontierMath Tier 4 v2 (Epoch AI run)12.2% epochnot reported
FrontierMath Tiers 1-3 v2 (Epoch AI run)44.9% epochnot reported
OSWorld-Verified39% not reported
SimpleQA Verified11.7% epochnot reported
SWE-Bench Pro52.4% not reported
Terminal-Bench 2.046.3% not reported
Toolathlon35.5% not reported
Only gpt-oss-20b reports · 3
SWE-bench Verifiednot reported60.7%
AIME 2025not reported89.2% matharena
LMArena Elonot reported1287.3
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-5.4 nano minus gpt-oss-20b 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-5.4 nanogpt-oss-20bEdge
Context window400K tokens131K tokensGPT-5.4 nano
Max output128K tokens131K tokensgpt-oss-20b
Input price / 1M$0.2
Output price / 1M$1.25
Cached input / 1M$0.02
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$1.45
Modalitiestext · visiontextGPT-5.4 nano
Released2026-03-172025-08-05
Cited benchmark scores106
Reliability

OpenAI status

All providers
More matchups

GPT-5.4 nano vs …

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Which one wins on your data?

Public benchmarks are a starting point. Run GPT-5.4 nano and gpt-oss-20b on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.