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Compare / head-to-head

DeepSeek V4.1 FlashvsSonar Deep Research

DeepSeek V4.1 Flash and Sonar Deep Research do not yet share a public benchmark, so quality cannot be compared apples-to-apples. DeepSeek V4.1 Flash is 23.8x cheaper per token. DeepSeek V4.1 Flash has the larger context window (1M tokens).

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

Shared benchmarks
0
no overlap yet
Cheaper per token
DeepSeek V4.1 Flash
23.8x cheaper, input + output
Larger context
DeepSeek V4.1 Flash
1M tokens
Provider uptime (30d)
100% · 100%
DeepSeek · Perplexity
DeepSeek V4.1 Flash
DeepSeek · released 2026-09-10
textvision
Context
1M
Max out
384K
Input /1M
$0.14
Output /1M
$0.28
Cached /1M
$0.003
Scores
3 · 1 core
Sonar Deep Research
Perplexity · released 2025-02-14
text
Context
128K
Max out
Input /1M
$2
Output /1M
$8
Cached /1M
Scores
6 · 0 core
Quality

Benchmark matrix

BenchmarkDeepSeek V4.1 FlashSonar Deep ResearchΔEdge
Reported by both · 0
No public benchmark is reported for both models yet.
Only DeepSeek V4.1 Flash reports · 3
GPQA Diamond90.9% not reported
DeepSWE v1.174.2% not reported
Terminal-Bench 2.190.6% not reported
Only Sonar Deep Research reports · 6
DRACO Breadth & Depth (Opus 4.6 base)not reported73.1%
DRACO Citation Quality (Opus 4.6 base)not reported64.6%
DRACO Factual Accuracy (Opus 4.6 base)not reported67.9%
DRACO Normalized Score (Opus 4.6 base)not reported70.5%
DRACO Pass Rate (Opus 4.6 base)not reported72.8%
DRACO Presentation Quality (Opus 4.6 base)not reported90.3%
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 DeepSeek V4.1 Flash minus Sonar Deep Research 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 FlashSonar Deep ResearchEdge
Context window1M tokens128K tokensDeepSeek V4.1 Flash
Max output384K tokens
Input price / 1M$0.14 $2 DeepSeek V4.1 Flash
Output price / 1M$0.28 $8 DeepSeek V4.1 Flash
Cached input / 1M$0.003
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$0.42$10DeepSeek V4.1 Flash
Modalitiestext · visiontextDeepSeek V4.1 Flash
Released2026-09-102025-02-14
Cited benchmark scores36
Reliability

Provider status

All providers
More matchups

DeepSeek V4.1 Flash vs …

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