# Nemotron 3.5 Bolt E4B BF16 vs Raw Qwen3 0.6B direct logits

> Side-by-side benchmark comparison for Nemotron 3.5 Bolt E4B BF16 and Raw Qwen3 0.6B direct logits across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/nemotron-3-5-bolt-e4b-bf16-vs-raw-qwen3-0-6b
- Last updated: October 23, 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 Nemotron 3.5 Bolt E4B BF16 and Raw Qwen3 0.6B direct logits.

## Summary

- Nemotron 3.5 Bolt E4B BF16 and Raw Qwen3 0.6B direct logits 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 | Nemotron 3.5 Bolt E4B BF16 | Raw Qwen3 0.6B direct logits |
|----------|----------|----------|
| Creator | NVIDIA | Alibaba |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Non-Reasoning |
| Context | 64K | null |
| Independent public score (not head-to-head) | null | null |
| Benchmarks Covered | 19 | 2 |
| Pricing (input/output) | Pricing unavailable / Pricing unavailable | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Nemotron 3.5 Bolt E4B BF16 public-lane score: Coming soon
- Raw Qwen3 0.6B direct logits public-lane score: Coming soon

| Benchmark | Nemotron 3.5 Bolt E4B BF16 | Raw Qwen3 0.6B direct logits | Winner |
|-----------|-----------|-----------|--------|
| BFCL v3 | 68.5% | Coming soon | Coming soon |
| When2Call Multi-Turn | 63.36% | Coming soon | Coming soon |
| ToolSandbox | 68.77% | Coming soon | Coming soon |
| τ²-bench results | 55.1% | Coming soon | Coming soon |
| RelyToolBench | 63.16% | Coming soon | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Nemotron 3.5 Bolt E4B BF16 public-lane score: 29 (Unranked · 1 rankable row)
- Raw Qwen3 0.6B direct logits public-lane score: Coming soon

| Benchmark | Nemotron 3.5 Bolt E4B BF16 | Raw Qwen3 0.6B direct logits | Winner |
|-----------|-----------|-----------|--------|
| RULER (64K) | 86.99% | Coming soon | Coming soon |
| LongMemEval | 72.10% | Coming soon | Coming soon |
| LongBench v2 | 50.5% | Coming soon | Coming soon |
| JevBench 1.4 | Coming soon | 7.14 | Coming soon |
| JevBench 1.5 | Coming soon | 1.08 | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Nemotron 3.5 Bolt E4B BF16 public-lane score: Coming soon
- Raw Qwen3 0.6B direct logits public-lane score: Coming soon

| Benchmark | Nemotron 3.5 Bolt E4B BF16 | Raw Qwen3 0.6B direct logits | Winner |
|-----------|-----------|-----------|--------|
| GaRAGe | 42.61% | Coming soon | Coming soon |
| RAGTruth (provider reports) | 77.59% | Coming soon | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Nemotron 3.5 Bolt E4B BF16 public-lane score: Coming soon
- Raw Qwen3 0.6B direct logits public-lane score: Coming soon

| Benchmark | Nemotron 3.5 Bolt E4B BF16 | Raw Qwen3 0.6B direct logits | Winner |
|-----------|-----------|-----------|--------|
| MultiChallenge (provider reports) | 53.10% | Coming soon | Coming soon |
| Brevity Benchmark | 82.52% | Coming soon | Coming soon |
| RoleBench | 67.05% | Coming soon | Coming soon |
| RoleMRC | 80.63% | Coming soon | Coming soon |
| IHEval | 84.79% | Coming soon | Coming soon |
| AgentIF | 25.81% | Coming soon | Coming soon |
| InverseIFEval | 46.84% | Coming soon | Coming soon |
| StructEval-T | 80.40% | Coming soon | Coming soon |
| SysBench | 67.88% | Coming soon | Coming soon |

## FAQ

### Can I compare Nemotron 3.5 Bolt E4B BF16 and Raw Qwen3 0.6B direct logits 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

- [Nemotron 3.5 Bolt E4B BF16 vs Nemotron 3.5 Bolt E4B](/compare/nemotron-3-5-bolt-e4b-vs-nemotron-3-5-bolt-e4b-bf16)
- [Raw Qwen3 0.6B direct logits vs Nemotron 3.5 Bolt E4B](/compare/nemotron-3-5-bolt-e4b-vs-raw-qwen3-0-6b)
- [Nemotron 3.5 Bolt E4B BF16 vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-nemotron-3-5-bolt-e4b-bf16)
- [Raw Qwen3 0.6B direct logits vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-raw-qwen3-0-6b)

## Explore More

- [Nemotron 3.5 Bolt E4B BF16 profile](/models/nemotron-3-5-bolt-e4b-bf16)
- [Raw Qwen3 0.6B direct logits profile](/models/raw-qwen3-0-6b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)