114.7tok/s
Mean per test case, 112 tok/s over the run
7.9Ktokens
Answer plus reasoning
5.8Ktokens
73% of the output
2.3M
1.1M in, 1.2M out
3h 13m
1m 16s per caseRequest time, summed
Not measured
No price recorded
Every test case
One square per test case. Select a square to read the answer.
41Agents5 of 21 passed
71Structured Extraction15 of 21 passed
24Coding5 of 21 passed
52Grounded Answers11 of 21 passed
76Instruction Following16 of 21 passed
38Business Logic8 of 21 passed
54Security & 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 143 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":"inclusionai/ling-3.1-flash","provider":{"order":["novita"],"allow_fallbacks":false},"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
- Novita
- Provider default
- 256K
- 0
- v1.0.0
- 2026-10-04 06:40 UTC
{
"provider": {
"order": [
"novita"
],
"allow_fallbacks": false
}
}| 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 |