# Certo v1 vs Decision Fast v53a

> Side-by-side benchmark comparison for Certo v1 and Decision Fast v53a across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/certo-vs-decision-fast
- Last updated: October 1, 2026

- Shared sourced benchmarks: 2
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Evidence is too thin for a benchmark verdict: Certo v1 and Decision Fast v53a share only 2 sourced benchmark rows.

## Summary

- Only 2 shared sourced benchmark rows are available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.

## Model Snapshot

| Property | Certo v1 | Decision Fast v53a |
|----------|----------|----------|
| Creator | AltSlate Labs | FlyMy.AI |
| Type | Open Weight | Open Weight |
| Reasoning | Non-Reasoning | Non-Reasoning |
| Context | null | null |
| Independent public score (not head-to-head) | null | null |
| Benchmarks Covered | 2 | 2 |
| Pricing (input/output) | Pricing unavailable / Pricing unavailable | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Reasoning

- Winner: Insufficient shared evidence
- Certo v1 public-lane score: Coming soon
- Decision Fast v53a public-lane score: Coming soon

| Benchmark | Certo v1 | Decision Fast v53a | Winner |
|-----------|-----------|-----------|--------|
| JevBench 1.4 | 0.00 | 32.49 | Decision Fast v53a |
| JevBench 1.5 | 0.00 | 0.00 | Tie |

## FAQ

### Is there enough evidence to pick between Certo v1 and Decision Fast v53a?

Not yet. The models share only 2 sourced benchmark rows, 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

- [Certo v1 vs GPT-6 Astra](/compare/certo-vs-gpt-6-astra)
- [Decision Fast v53a vs GPT-6 Astra](/compare/decision-fast-vs-gpt-6-astra)
- [Certo v1 vs Claude Opus 5.5](/compare/certo-vs-claude-opus-5-5)
- [Decision Fast v53a vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-decision-fast)

## Explore More

- [Certo v1 profile](/models/certo)
- [Decision Fast v53a profile](/models/decision-fast)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)