Summary
Clef Omni scores 1.9 on AI BENCHY and ranks #402. It has 10.0 reliability, a 8.7% pass rate, $0.011 total cost, and 880ms average response time.
Model facts
Researched on 2026-10-12
- Parameters
- 30B total (3B active)
- Architecture
- MoE
- Availability
- Open source
- License
- Apache-2.0
The official model card identifies the Qwen3-Omni-30B-A3B thinker with vision/audio encoders and a joint schema head. Reported counts describe the decision backbone; unused speech-output weights are bundled unchanged and are excluded by the official loader. Exact weights, schema head, inference code and Apache-2.0 license are publicly downloadable without gating. The OpenRouter route currently declares text/image input and decisions output, with no reasoning effort controls.
1.9
Consistency
5.2
10.0
$0.011
Total Output Tokens
0
Total Input Tokens
70,125
Input Price
$0.150 / 1M
Output Price
$0.000 / 1M
Cache Read Price
N/A
Cache Write Price
N/A
Cache prices apply to input tokens. Reads reuse cached prompts; writes store them and can cost extra. Output tokens use the output price.
Wrong Tests: 10
Attempt pass rate: 8.7%
Benchmark coverage: 36/69 attempts. Choices supplied by adapters. Supports 12/23 tests. Other tests are unsupported, not failed. Score uses the full suite.
Flaky tests
0
Flaky tests had mixed outcomes across runs (at least one pass and one fail).
Charts
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Score vs Total Cost
Response Time (avg)
Score vs Response Time (avg)
Total Output Tokens
Score vs Total Output Tokens
Quick Compare
Category Breakdown
| Category | Score | Consistency | Tests Correct |
|---|---|---|---|
| Agentic | 0.0 | 0.0 | |
| Anti-AI Tricks | 4.0 | 7.5 | |
| Coding | 2.5 | 6.7 | |
| Combined | 0.0 | 0.0 | |
| Data parsing and extraction | 6.5 | 10.0 | |
| Domain specific | 3.0 | 10.0 | |
| General Intelligence | 0.0 | 0.0 | |
| Instructions following | 1.5 | 5.0 | |
| Puzzle Solving | 1.7 | 3.3 | |
| Tool Calling | 0.0 | 0.0 | |
| Trivia | 0.0 | 0.0 |