CodePanel

Cloudflare Workers AI models

Models
9
7 scored
Cheapest call
$0.0033
Gemma 4 26B A4B (Workers AI)
Dearest call
$0.0473
GLM-5.3 (Workers AI)
Best bugs caught
61%
GLM-5.3 (Workers AI)
Newest
2026-08-26
GLM-5.3 Flash (Workers AI)

Pricing

PR size
Models CodePanel calls on Cloudflare Workers AI: list prices per 1M tokens, one review call and reading a pull request.
Gemma 4 26B A4B (Workers AI)Google@cf/google/gemma-4-26b-a4b-it$0.0033$0.0026
GLM-5.3 Flash (Workers AI)Z.ai@cf/zai-org/glm-5.3-flash$0.0051$0.0039
GPT-OSS 120B (Workers AI)OpenAI@cf/openai/gpt-oss-120b$0.011$0.0092
DeepSeek V4 Flash (Workers AI)DeepSeek@cf/deepseek-ai/deepseek-v4-flash-0731$0.0147$0.0115
Nemotron 3 Super (Workers AI)NVIDIA@cf/nvidia/nemotron-3-120b-a12b$0.0167$0.0131
Qwen3.8 27B (Workers AI)Qwen@cf/qwen/qwen3.8-27b$0.0195$0.0118
Kimi K2.7 Code (Workers AI)Moonshot@cf/moonshotai/kimi-k2.7-code$0.0346$0.0249
DeepSeek V4 Pro (Workers AI)DeepSeek@cf/deepseek-ai/deepseek-v4-pro-0813$0.0442$0.0346
GLM-5.3 (Workers AI)Z.ai@cf/zai-org/glm-5.3$0.0473$0.0367

Benchmark

Benchmark results
Compare
2GLM-5.3 Flash (Workers AI)Z.ai · Economy · open weights@cf/zai-org/glm-5.3-flash61%1.8$0.0035
3GLM-5.3 (Workers AI)Z.ai · Mid-range · open weights@cf/zai-org/glm-5.361%1.9$0.0311
4DeepSeek V4 Pro (Workers AI)DeepSeek · Mid-range · open weights@cf/deepseek-ai/deepseek-v4-pro-081354%2.9$0.0643
5DeepSeek V4 Flash (Workers AI)DeepSeek · Economy · open weights@cf/deepseek-ai/deepseek-v4-flash-073149%1.3$0.0178
8GPT-OSS 120B (Workers AI)OpenAI · Economy · open weights@cf/openai/gpt-oss-120b40%2.5$0.0075
11Kimi K2.7 Code (Workers AI)Moonshot · Mid-range · open weights@cf/moonshotai/kimi-k2.7-code38%2.6$0.0567
13Gemma 4 26B A4B (Workers AI)Google · Economy · open weights@cf/google/gemma-4-26b-a4b-it26%0.4$0.0048

Methodology

By language and bug kind

Break down by
Share of known bugs each model caught, by language
ModelAllTypeScript6 bugsGo4 bugsJava4 bugsRust4 bugsC#3 bugsJavaScript3 bugsKotlin3 bugsPHP3 bugsPython3 bugsRuby3 bugsSwift3 bugsC++2 bugsC1 bug
GLM-5.3 Flash (Workers AI)61%57%31%45%88%30%67%89%33%78%67%67%100%67%
GLM-5.3 (Workers AI)61%78%19%46%73%48%33%72%44%58%67%100%100%67%
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%
GPT-OSS 120B (Workers AI)40%42%13%46%71%41%11%44%33%78%33%44%33%0%
Kimi K2.7 Code (Workers AI)38%75%26%31%46%19%8%14%42%62%33%46%6%40%
Gemma 4 26B A4B (Workers AI)26%33%0%30%38%7%0%56%33%44%67%0%0%0%

Quality against cost

Higher catches more · further left is cheaper

Same models elsewhere

One review call on Cloudflare Workers AI and elsewhere
ModelOn Cloudflare Workers AIMaker's APIDifferenceOther hosts
DeepSeek V4 Pro (Workers AI)$0.0442$0.0442same–
DeepSeek V4 Flash (Workers AI)$0.0147$0.0108+37%–
Kimi K2.7 Code (Workers AI)$0.0346$0.0346same–

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Updated Oct 16, 2026All pricespricing.json