Compare / head-to-head

DeepSeek V4.1 FlashvsGPT-6 Luna

DeepSeek V4.1 Flash leads 1 of 1 shared benchmark. GPT-6 Luna is 2.5x cheaper per token. GPT-6 Luna has the larger context window (1.1M tokens).

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

Shared benchmarks
1 – 0
DeepSeek V4.1 Flash leads
Cheaper per token
GPT-6 Luna
2.5x cheaper, input + output
Larger context
GPT-6 Luna
1.1M tokens
Providers
2 providers
DeepSeek · OpenAI
DeepSeek V4.1 Flash
DeepSeek · released 2026-09-10
textvision
Context
1M
Max out
384K
Input /1M
$0.3 ↗
Output /1M
$1.2 ↗
Cached /1M
$0.006
Scores
3 · 1 core
GPT-6 Luna
OpenAI · released 2026-09-22
textvision
Context
1.1M
Max out
128K
Input /1M
$0.1 ↗
Output /1M
$0.5 ↗
Cached /1M
$0.01
Scores
1 · 0 core
Quality

Benchmark matrix

BenchmarkDeepSeek V4.1 FlashGPT-6 LunaΔEdge
Reported by both · 1
DeepSWE v1.174.2% ↗66.6% ↗+7.6 ptDeepSeek V4.1 Flash
Only DeepSeek V4.1 Flash reports · 2
GPQA Diamond90.9% ↗not reported——
Terminal-Bench 2.190.6% ↗not reported——
Only GPT-6 Luna reports · 0
GPT-6 Luna reports nothing DeepSeek V4.1 Flash does not.
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 DeepSeek V4.1 Flash minus GPT-6 Luna 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

SpecDeepSeek V4.1 FlashGPT-6 LunaEdge
Context window1M tokens1.1M tokensGPT-6 Luna
Max output384K tokens128K tokensDeepSeek V4.1 Flash
Input price / 1M$0.3 ↗$0.1 ↗GPT-6 Luna
Output price / 1M$1.2 ↗$0.5 ↗GPT-6 Luna
Cached input / 1M$0.006 ↗$0.01 ↗DeepSeek V4.1 Flash
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$1.5$0.6GPT-6 Luna
Modalitiestext · visiontext · visionTie
Released2026-09-102026-09-22—
Cited benchmark scores31—
Reliability

Provider status

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Which one wins on your data?

Public benchmarks are a starting point. Run DeepSeek V4.1 Flash and GPT-6 Luna on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.