# decision-machine-1 (milliseconds.ai) vs djev (thinking)

> Side-by-side benchmark comparison for decision-machine-1 (milliseconds.ai) and djev (thinking) across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/jevbench-decision-machine-1-vs-jevbench-djev-thinking
- Last updated: September 30, 2026

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

## Quick Verdict

Evidence is too thin for a benchmark verdict: decision-machine-1 (milliseconds.ai) and djev (thinking) 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 | decision-machine-1 (milliseconds.ai) | djev (thinking) |
|----------|----------|----------|
| Creator | milliseconds.ai (Baptiste Laget) | David Villalon / Maisa |
| Type | Proprietary | 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
- decision-machine-1 (milliseconds.ai) public-lane score: Coming soon
- djev (thinking) public-lane score: Coming soon

| Benchmark | decision-machine-1 (milliseconds.ai) | djev (thinking) | Winner |
|-----------|-----------|-----------|--------|
| JevBench 1.4 | 39.94 | 15.20 | decision-machine-1 (milliseconds.ai) |
| JevBench 1.5 | 3.24 | 17.40 | djev (thinking) |

## FAQ

### Is there enough evidence to pick between decision-machine-1 (milliseconds.ai) and djev (thinking)?

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

- [decision-machine-1 (milliseconds.ai) vs GPT-6 Astra](/compare/gpt-6-astra-vs-jevbench-decision-machine-1)
- [djev (thinking) vs GPT-6 Astra](/compare/gpt-6-astra-vs-jevbench-djev-thinking)
- [decision-machine-1 (milliseconds.ai) vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-jevbench-decision-machine-1)
- [djev (thinking) vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-jevbench-djev-thinking)

## Explore More

- [decision-machine-1 (milliseconds.ai) profile](/models/jevbench-decision-machine-1)
- [djev (thinking) profile](/models/jevbench-djev-thinking)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)