# classifier.dev (fast) vs Laya typed-decisions

> Side-by-side benchmark comparison for classifier.dev (fast) and Laya typed-decisions across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/classifier-dev-fast-vs-laya-typed-decisions
- Last updated: October 1, 2026

- Shared sourced benchmarks: 1
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Evidence is too thin for a benchmark verdict: classifier.dev (fast) and Laya typed-decisions share only 1 sourced benchmark row.

## Summary

- Only 1 shared sourced benchmark row is available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.

## Model Snapshot

| Property | classifier.dev (fast) | Laya typed-decisions |
|----------|----------|----------|
| Creator | classifier.dev | Convai Innovations |
| Type | Proprietary | Open Weight |
| Reasoning | Non-Reasoning | Non-Reasoning |
| Context | null | null |
| Independent public score (not head-to-head) | null | null |
| Benchmarks Covered | 2 | 1 |
| Pricing (input/output) | Pricing unavailable / Pricing unavailable | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Reasoning

- Winner: Insufficient shared evidence
- classifier.dev (fast) public-lane score: Coming soon
- Laya typed-decisions public-lane score: Coming soon

| Benchmark | classifier.dev (fast) | Laya typed-decisions | Winner |
|-----------|-----------|-----------|--------|
| JevBench 1.4 | 70.82 | Coming soon | Coming soon |
| JevBench 1.5 | 74.66 | 0.00 | classifier.dev (fast) |

## FAQ

### Is there enough evidence to pick between classifier.dev (fast) and Laya typed-decisions?

Not yet. The models share only 1 sourced benchmark row, so this mirror reports the available measurements and metadata without naming a broad winner.

### What can I compare safely on this page?

Published pricing, context windows, model type, and individual shared benchmark rows are directly comparable. Independent overall scores and non-overlapping benchmark coverage are labeled separately and should not be read as a controlled head-to-head result.

## Related Comparisons

- [classifier.dev (fast) vs GPT-6 Astra](/compare/classifier-dev-fast-vs-gpt-6-astra)
- [Laya typed-decisions vs GPT-6 Astra](/compare/gpt-6-astra-vs-laya-typed-decisions)
- [classifier.dev (fast) vs Claude Opus 5.5](/compare/classifier-dev-fast-vs-claude-opus-5-5)
- [Laya typed-decisions vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-laya-typed-decisions)

## Explore More

- [classifier.dev (fast) profile](/models/classifier-dev-fast)
- [Laya typed-decisions profile](/models/laya-typed-decisions)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)