DeepSeek V4 Pro (Workers AI) vs DeepSeek V4 Flash (Workers AI)
Reading a 26.2K-token pull request costs $0.0346 on DeepSeek V4 Pro (Workers AI), 3.0× the $0.0115 it costs on DeepSeek V4 Flash (Workers AI). DeepSeek V4 Pro (Workers AI) is a mid-range model and DeepSeek V4 Flash (Workers AI) a economy one. The benchmark cannot separate their recall: DeepSeek V4 Pro (Workers AI) minus DeepSeek V4 Flash (Workers AI) is +5 pts (95% interval −8 pts to +18 pts).
Side by side
| Figure | DeepSeek V4 Pro (Workers AI) | DeepSeek V4 Flash (Workers AI) |
|---|---|---|
| Price tier | Mid-range | Economy |
| Bugs caughtshare of known bugs | 54% (better) | 49% |
| False alarmsper clean PR | 2.9 | 1.3 (better) |
| Cost per reviewmeasured | $0.0643 | $0.0178 (better) |
| Cost per bug caught | $0.0872 | $0.0309 (better) |
| Exact linecatches on the expected lines | 89% (better) | 88% |
| Review timemean | 390s | 137s (better) |
| Typical review calllist price | $0.0442 | $0.0147 (better) |
| Input / 1M tokens | $1.32 | $0.44 (better) |
| Output / 1M tokens | $3.96 | $1.32 (better) |
| Context window | 1M | 1M |
Head to head
The known bugs both were scored on, by who caught each in at least one run.
By language
| Model | All | TypeScript6 bugs | Go4 bugs | Java4 bugs | Rust4 bugs | C#3 bugs | JavaScript3 bugs | Kotlin3 bugs | PHP3 bugs | Python3 bugs | Ruby3 bugs | Swift3 bugs | C++2 bugs | C1 bug |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Pro (Workers AI) | 54% | 79% | 25% | 49% | 54% | 59% | 17% | 30% | 69% | 72% | 67% | 75% | 38% | 33% |
| DeepSeek V4 Flash (Workers AI) | 49% | 46% | 25% | 55% | 46% | 22% | 56% | 61% | 78% | 61% | 44% | 67% | 50% | 0% |
Of the 42 known bugs both were scored on, both caught 27 and neither caught 5. DeepSeek V4 Pro (Workers AI) caught 7 bugs that DeepSeek V4 Flash (Workers AI) missed: 2 in TypeScript, 1 in C, 1 in C++, 1 in C#, 1 in Ruby and 1 in Rust. DeepSeek V4 Flash (Workers AI) caught 3 bugs that DeepSeek V4 Pro (Workers AI) missed: 1 in Go, 1 in JavaScript and 1 in Rust, most of them concurrency bugs.
On pull requests with no known bug, DeepSeek V4 Pro (Workers AI) raised 2.9 false alarms per review and DeepSeek V4 Flash (Workers AI) 1.3. A measured review cost $0.0643 on DeepSeek V4 Pro (Workers AI), 3.6× the cost of $0.0178 on DeepSeek V4 Flash (Workers AI).
| Pull request | Language · kind | DeepSeek V4 Pro (Workers AI) | DeepSeek V4 Flash (Workers AI) |
|---|---|---|---|
| OrchardCMS/OrchardCoreSimplify using `StringValues` in Liquid templates | C# · Security | 3/3 | 0/3 |
| trpc/trpcfix(server): pass maxDurationMs timeout signal to subscription handlers | TypeScript · Concurrency | 2/2 | 0/1 |
| TanStack/queryfix(query-core): fix hydration bugs for already resolved promises | TypeScript · Logic | 3/4 | 0/4 |
| nushell/nushellreorganize nushell configuration | Rust · Error handling | 3/4 | 0/4 |
| rails/railsReimplement Action Cable redis adapter with redis-client | Ruby · Logic | 2/4 | 0/3 |
| c-ares/c-aresEvent Thread could stall when not notified of new queries on existing connections that are in a bad state | C · Resource handling | 1/3 | 0/3 |
| ggml-org/llama.cpprpc : cache and reuse compute graphs | C++ · Security | 1/4 | 0/3 |
| denoland/denoperf(libs/core): poll only ready handles and yield between I/O batches | Rust · Concurrency | 0/4 | 1/3 |
| golang/gocrypto/tls: add LocalCertificate to ConnectionState | Go · Logic | 0/4 | 3/4 |
| pinojs/thread-streamrefactor: replace setTimeout with Atomics.waitAsync | JavaScript · Concurrency | 0/4 | 3/3 |
Defects caught over all runs: a PR reviewed three times with one known bug shows 3/3 when it was caught every time.
Every bug each was scored on: DeepSeek V4 Pro (Workers AI) and DeepSeek V4 Flash (Workers AI).