CodePanel

DeepSeek V4 Flash (Workers AI)

DeepSeek V4 Flash (Workers AI) specifications
MakerDeepSeek
Released2026-07-31
Context1M
Max output1M
DeepSeek V4 Flash (Workers AI) specifications
Open weightsMIT
Modalitiestext → text
Input / 1M$0.44
Output / 1M$1.32
DeepSeek V4 Flash (Workers AI) specifications
Review call$0.0147
Reasoning effortslow, high, max
HostsCloudflare Workers AI, OpenRouter
Model id@cf/deepseek-ai/deepseek-v4-flash-0731
Rank
#5
of 17
Bugs caught
49%
37%–60%
False alarms
1.3
per clean PR
Cost / review
$0.0178
Cost / bug
$0.0309
Time
137s
per review

Review

Of the two DeepSeek models on Workers AI, V4 Flash is the one to run: 49% [37%–60%] of the known bugs at $0.0178 a review, with recall the benchmark cannot separate from V4 Pro's.

Flash is also the cheaper and quieter of the two. A Pro review cost 3.6× as much, and Flash raised fewer false alarms (1.3 [1.0–1.7] per clean PR, an interval wholly below Pro's). The DeepSeek head-to-head has the bug-by-bug view.

Outside the family it looks weaker. It ranks 5 of 17, and 4 ranked models measurably catch more, GPT-5.6 Sol among them. The cheap closed seats are a closer call. GPT-6 Luna can't be told apart from it on recall, and a Flash review cost 6.3× a Luna one. Its false-alarm interval overlaps Luna's, so noise doesn't decide it.

What it has that Luna doesn't is open weights. Among open models on Workers AI, though, GLM-5.3 Flash is the better cheap pick: also tied on recall, and its review costs less. Choose DeepSeek V4 Flash when you specifically want a DeepSeek model, or want two open-weight makers in one panel.

Some misses are worth knowing: "rpc : cache and reuse compute graphs" went uncaught in every run. The open-weight results post has more on this group of models.

Figures follow the latest benchmark run and price check. Text checked Nov 5, 2026.

Pricing

DeepSeek V4 Flash (Workers AI) price by host
HostModel idInput / 1MOutput / 1M
Cloudflare Workers AI@cf/deepseek-ai/deepseek-v4-flash-0731$0.44$1.32

Source: Workers AI pricing, Oct 16, 2026

Benchmark

By kind of bug

Logic 14
50%

By language

Go 4
25%
Java 4
55%
Rust 4
46%
C# 3
22%
Kotlin 3
61%
PHP 3
78%
Python 3
61%
Ruby 3
44%
Swift 3
67%
C++ 2
50%
C 1
0%

Bug by bug

Known bugs
42
Caught every run
10
Caught sometimes
20
Missed
12
Clean PRs
14
False alarms on them
49
Known bugs this model caught every run
ResultPull requestLanguageKind
Caught every runfix(saml): IdP-Initiated Callback Routingbetter-auth/better-authTypeScriptSecurity
Caught every runFix collection filtering API for IN/NOT IN comparisons that require type conversionsdoctrine/ormPHPLogic
Caught every runFix vsize = 2 issue in JSON createduckdb/duckdbC++Concurrency
Caught every runrefactor: Improve renaming/injection of resources in stripped APKsiBotPeaches/ApktoolJavaSecurity
Caught every runRefactor eventually to ensure wall-clock time usagekotest/kotestKotlinError handling
Caught every run[12.x] Colocate Container build functions with the `Buildable` interfacelaravel/frameworkPHPError handling
Caught every runrefactor: replace setTimeout with Atomics.waitAsyncpinojs/thread-streamJavaScriptConcurrency
Caught every runUIKit: Fix switch presented child double dismisspointfreeco/swift-navigationSwiftLogic
Caught every runProperly handle redirects in prerendered pagesremix-run/react-routerTypeScriptSecurity
Caught every runAffix `Protocol` at top of client handshakerustls/rustlsRustLogic
DeepSeek Flash versions
VersionReleasedInput / 1MOutput / 1MContext
DeepSeek Flash2026-09-10$0.30$1.201M
DeepSeek V4 Flash2026-10-17$0.30$1.201M

Similar models

Models priced like DeepSeek V4 Flash (Workers AI)
ModelMakerInput / 1MOutput / 1MReview callContext
Inkling SmallThinking Machines$0.45$1.20$0.0147524.3K
Gemini 2.5 FlashGoogle$0.30$2.50$0.01391M
MiMo-V2.6-Pro (OpenRouter)Xiaomi$0.435$0.87$0.01351.1M
Nemotron 3 Super (Workers AI)NVIDIA$0.50$1.50$0.0167256K

Updated Nov 5, 2026