Summary
Joey 1 scores 1.9 on AI BENCHY and ranks #478. It has 10.0 reliability, a 13.0% pass rate, $0.001 total cost, and 646ms average response time.
Model facts
Researched on 2026-11-09
- Parameters
- 2B
- Architecture
- Dense
- Availability
- Open source
- License
- MIT
Best estimate from public evidence; the vendor did not disclose every value. Base Labs reports a 2B decision model post-trained from Qwen3.5-2B; the repository stores about 2.7B parameters including the vision encoder. Dense (no mixture of experts) is inferred from the base checkpoint. MIT weights and a pinned self-hosting setup script are public and ungated; the model returns typed decisions, not generated text.
1.9
Consistency
5.2
10.0
$0.001
Total Output Tokens
69
Total Input Tokens
53,139
Input Price
$0.010 / 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: 9
Attempt pass rate: 13.0%
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 | 2.2 | 6.7 | |
| Combined | 0.0 | 0.0 | |
| Data parsing and extraction | 6.5 | 10.0 | |
| Domain specific | 5.3 | 10.0 | |
| General Intelligence | 0.0 | 0.0 | |
| Instructions following | 1.5 | 5.0 | |
| Puzzle Solving | 1.0 | 3.3 | |
| Tool Calling | 0.0 | 0.0 | |
| Trivia | 0.0 | 0.0 |