# decider-4b v2 vs decision-machine-1

> Side-by-side benchmark comparison for decider-4b v2 and decision-machine-1 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/decider-4b-v2-vs-decision-machine-1
- 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: decider-4b v2 and decision-machine-1 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 | decider-4b v2 | decision-machine-1 |
|----------|----------|----------|
| Creator | Mapika | milliseconds.ai |
| Type | Open Weight | Proprietary |
| 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
- decider-4b v2 public-lane score: Coming soon
- decision-machine-1 public-lane score: Coming soon

| Benchmark | decider-4b v2 | decision-machine-1 | Winner |
|-----------|-----------|-----------|--------|
| JevBench 1.4 | 64.13 | 39.94 | decider-4b v2 |
| JevBench 1.5 | 71.28 | 3.24 | decider-4b v2 |

## FAQ

### Is there enough evidence to pick between decider-4b v2 and decision-machine-1?

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

- [decider-4b v2 vs GPT-6 Astra](/compare/decider-4b-v2-vs-gpt-6-astra)
- [decision-machine-1 vs GPT-6 Astra](/compare/decision-machine-1-vs-gpt-6-astra)
- [decider-4b v2 vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-decider-4b-v2)
- [decision-machine-1 vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-decision-machine-1)

## Explore More

- [decider-4b v2 profile](/models/decider-4b-v2)
- [decision-machine-1 profile](/models/decision-machine-1)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)