# Bekko System One v0 17M vs Ultravox v0.5 Llama 3.1 8B

> Side-by-side benchmark comparison for Bekko System One v0 17M and Ultravox v0.5 Llama 3.1 8B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/decision-index-0-3-bekko-system-one-v0-17m-vs-ultravox-v0-5-llama-3-1-8b
- Last updated: October 6, 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 Bekko System One v0 17M and Ultravox v0.5 Llama 3.1 8B.

## Summary

- Bekko System One v0 17M and Ultravox v0.5 Llama 3.1 8B 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 | Bekko System One v0 17M | Ultravox v0.5 Llama 3.1 8B |
|----------|----------|----------|
| Creator | hotchpotch | Fixie AI |
| Type | Open Weight | Open Weight |
| Reasoning | Unspecified | Non-Reasoning |
| Context | null | N/A |
| Independent public score (not head-to-head) | null | null |
| Benchmarks Covered | 0 | 0 |
| Pricing (input/output) | $0.00 / $0.00 | Pricing unavailable / Pricing unavailable |

## Category Breakdown

## FAQ

### Can I compare Bekko System One v0 17M and Ultravox v0.5 Llama 3.1 8B 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

- [Bekko System One v0 17M vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-decision-index-0-3-bekko-system-one-v0-17m)
- [Ultravox v0.5 Llama 3.1 8B vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-ultravox-v0-5-llama-3-1-8b)
- [Bekko System One v0 17M vs GPT-6 Astra](/compare/decision-index-0-3-bekko-system-one-v0-17m-vs-gpt-6-astra)
- [Ultravox v0.5 Llama 3.1 8B vs GPT-6 Astra](/compare/gpt-6-astra-vs-ultravox-v0-5-llama-3-1-8b)

## Explore More

- [Bekko System One v0 17M profile](/models/decision-index-0-3-bekko-system-one-v0-17m)
- [Ultravox v0.5 Llama 3.1 8B profile](/models/ultravox-v0-5-llama-3-1-8b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)