# Autoloops Gemma 4 31B IT vs pplx-embed-v2-late-9b

> Side-by-side benchmark comparison for Autoloops Gemma 4 31B IT and pplx-embed-v2-late-9b across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/autoloops-gemma-4-31b-it-vs-pplx-embed-v2-late-9b
- Last updated: October 7, 2026

- Shared sourced benchmarks: 0
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

No benchmark verdict yet: there is no shared sourced benchmark row for Autoloops Gemma 4 31B IT and pplx-embed-v2-late-9b.

## Summary

- Autoloops Gemma 4 31B IT and pplx-embed-v2-late-9b do not currently share a sourced benchmark row. The mirror therefore compares metadata, pricing, context windows, and each model's separately reported coverage without naming a benchmark winner.

## Model Snapshot

| Property | Autoloops Gemma 4 31B IT | pplx-embed-v2-late-9b |
|----------|----------|----------|
| Creator | Autoloops | Perplexity |
| Type | Proprietary | Open Weight |
| Reasoning | Non-Reasoning | Non-Reasoning |
| Context | null | 4096 |
| Independent public score (not head-to-head) | null | null |
| Benchmarks Covered | 2 | 0 |
| Pricing (input/output) | Pricing unavailable / Pricing unavailable | $0.00 / $0.00 |

## Category Breakdown

### Reasoning

- Winner: Insufficient shared evidence
- Autoloops Gemma 4 31B IT public-lane score: Coming soon
- pplx-embed-v2-late-9b public-lane score: Coming soon

| Benchmark | Autoloops Gemma 4 31B IT | pplx-embed-v2-late-9b | Winner |
|-----------|-----------|-----------|--------|
| JevBench 1.4 | 29.96 | Coming soon | Coming soon |
| JevBench 1.5 | 40.53 | Coming soon | Coming soon |

## FAQ

### Can I compare Autoloops Gemma 4 31B IT and pplx-embed-v2-late-9b on BenchLM yet?

Not fully yet. BenchLM is tracking both models, but sourced benchmark coverage is still incomplete for a fair score-level comparison.

### Why does this page show "coming soon" values?

BenchLM only calls winners when public benchmark coverage is available on both sides of the comparison.

## Related Comparisons

- [Autoloops Gemma 4 31B IT vs pplx-embed-v2-late-0.6b](/compare/autoloops-gemma-4-31b-it-vs-pplx-embed-v2-late-0-6b)
- [pplx-embed-v2-late-9b vs pplx-embed-v2-late-0.6b](/compare/pplx-embed-v2-late-0-6b-vs-pplx-embed-v2-late-9b)
- [Autoloops Gemma 4 31B IT vs Claude Opus 5.5](/compare/autoloops-gemma-4-31b-it-vs-claude-opus-5-5)
- [pplx-embed-v2-late-9b vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-pplx-embed-v2-late-9b)

## Explore More

- [Autoloops Gemma 4 31B IT profile](/models/autoloops-gemma-4-31b-it)
- [pplx-embed-v2-late-9b profile](/models/pplx-embed-v2-late-9b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)