252.3tok/s
Mean per test case, 243 tok/s over the run
5.3Ktokens
Answer plus reasoning
4.8Ktokens
91% of the output
2.5M
1.7M in, 818K out
1h 6m
26.0s per caseRequest time, summed
$0.75
$0.0049 per caseAt the provider's list price
Every test case
One square per test case. Select a square to read the answer.
58Agents9 of 21 passed
81Structured Extraction17 of 21 passed
48Coding10 of 21 passed
71Grounded Answers15 of 21 passed
76Instruction Following14 of 21 passed
67Business Logic14 of 21 passed
48Security & permissions10 of 21 passed
0Diagnosis & investigation0 of 6 passed
Speed and output per test case
One bar per test case. Hover to inspect a case, select it to read the answer.
Peak 339 tok/s
ReasoningAnswer
Test by test
Every answer with its reasoning and the checks it had to pass.
Reproduce this run
The prompts stay private so models can't train on them. The hashes pin the exact suite and config this run used.
OpenRouterHosted
curl https://openrouter.ai/api/v1/chat/completions \
-H "Authorization: Bearer $OPENROUTER_API_KEY" \
-H "Content-Type: application/json" \
-d '{"model":"deepseek/deepseek-v4.1-flash-1017","provider":{"order":["deepseek"],"allow_fallbacks":false},"service_tier":"default","messages":[{"role":"user","content":"Hello"}]}'The request the benchmark sent, pinned to the provider that served it.
Configuration
Where the suite ran, and the token budget each task got.
- Hosted
- OpenRouter
- DeepSeek
- Provider default
- 1M
- Not set
- v1.0.0
- 2026-10-17 09:51 UTC
{
"provider": {
"order": [
"deepseek"
],
"allow_fallbacks": false
},
"service_tier": "default"
}| Task | Reasoning | Max output per call |
|---|---|---|
| Agents | 4.1Khigh | 12.3K |
| Structured Extraction | 4.1Khigh | 12.3K |
| Coding | 4.1Khigh | 12.3K |
| Grounded Answers | 4.1Khigh | 12.3K |
| Instruction Following | 4.1Khigh | 12.3K |
| Business Logic | 4.1Khigh | 12.3K |
| Security & permissions | 4.1Khigh | 12.3K |
| Diagnosis & investigation | 4.1Khigh | 12.3K |