Qwen3.8 27B

Qwen3.8 27B

qwen/qwen3.8-27b

starter@v1HostedOpenRouterserved by Near AIFP8256K context2026-10-12 21:50 UTC
Compare
Overall score
48

79 of 153 test cases fully passed

Throughput
209.2tok/s
Mean per test case, 196 tok/s over the run
Output per case
5.9Ktokens
Answer plus reasoning
Reasoning per case
5.4Ktokens
91% of the output
Total tokens
2.2M
1.2M in, 909.2K out
Run time
1h 24m
33.3s per caseSum of request times
Cost
$1.28
$0.0083 per caseAt the provider's list price

Every test case

153 test cases in 8 tasks

One square per test case. Select a square to read the answer.

PassedPartial creditFailed
57Agents11 of 21 passed
73Structured Extraction18 of 21 passed
37Coding5 of 21 passed
61Grounded Answers14 of 21 passed
67Instruction Following11 of 21 passed
36Business Logic10 of 21 passed
51Security & permissions10 of 21 passed
0Diagnosis & investigation0 of 6 passed

Speed and output per test case

One bar per test case. Hover a bar to see its numbers. Select it to read the answer.

ThroughputPeak 265 tok/s
Output tokensReasoningAnswer

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.

Serve the modelOpenRouterHosted
curl https://openrouter.ai/api/v1/chat/completions \
  -H "Authorization: Bearer $OPENROUTER_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"qwen/qwen3.8-27b","provider":{"order":["near-ai/fp8"],"allow_fallbacks":false},"service_tier":"default","messages":[{"role":"user","content":"Hello"}]}'

The request the benchmark sent, pinned to the provider that served it.

Record id
df8c658e-87ca-4c98-a005-…
Suite hash, starter@v1
b2dd90d6df5fcacbb6dab8f4…
Config hash
fa7b18a94d66b71c72b172d2…

Configuration

Where the suite ran, and the token budget each task got.

Deployment
Hosted
API
OpenRouter
Serving provider
Near AI
Precision
FP8
Context window
256K
Temperature
Not set
Bench version
v1.0.0
Ran at
2026-10-12 21:50 UTC
Provider parameters
{
  "provider": {
    "order": [
      "near-ai/fp8"
    ],
    "allow_fallbacks": false
  },
  "service_tier": "default"
}
Token budget per task
TaskReasoningMax output per call
Agents4.1K12.3K
Structured Extraction4.1K12.3K
Coding4.1K12.3K
Grounded Answers4.1K12.3K
Instruction Following4.1K12.3K
Business Logic4.1K12.3K
Security & permissions4.1K12.3K
Diagnosis & investigation4.1K12.3K