# Agents-A1-Q4_K_M-GGUF vs GPT-5.4 Pro

> Side-by-side benchmark comparison for Agents-A1-Q4_K_M-GGUF and GPT-5.4 Pro across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/agents-a1-q4-k-m-gguf-vs-gpt-5-4-pro
- Last updated: September 21, 2026

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

## Quick Verdict

No benchmark verdict yet: there is no shared sourced benchmark row for Agents-A1-Q4_K_M-GGUF and GPT-5.4 Pro.

## Summary

- Agents-A1-Q4_K_M-GGUF and GPT-5.4 Pro 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 | Agents-A1-Q4_K_M-GGUF | GPT-5.4 Pro |
|----------|----------|----------|
| Creator | InternScience | OpenAI |
| Type | Open Weight | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 262K | 1.05M |
| Independent public score (not head-to-head) | null | 60.8 |
| Benchmarks Covered | 0 | 10 |
| Pricing (input/output) | N/A | $30.00 / $180.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Agents-A1-Q4_K_M-GGUF public-lane score: 50.5 (Estimated · #54/154)
- GPT-5.4 Pro public-lane score: 56.7 (Estimated · #35/154)

| Benchmark | Agents-A1-Q4_K_M-GGUF | GPT-5.4 Pro | Winner |
|-----------|-----------|-----------|--------|
| BrowseComp | Coming soon | 89.3% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Agents-A1-Q4_K_M-GGUF public-lane score: Coming soon
- GPT-5.4 Pro public-lane score: 70.2 (Unranked · 2 rankable rows)

| Benchmark | Agents-A1-Q4_K_M-GGUF | GPT-5.4 Pro | Winner |
|-----------|-----------|-----------|--------|
| ARC-AGI-2 | Coming soon | 83.3% | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Agents-A1-Q4_K_M-GGUF public-lane score: 50.9 (Estimated · #80/186)
- GPT-5.4 Pro public-lane score: 59.2 (Estimated · #39/186)

| Benchmark | Agents-A1-Q4_K_M-GGUF | GPT-5.4 Pro | Winner |
|-----------|-----------|-----------|--------|
| HLE | Coming soon | 58.7% | Coming soon |
| FrontierScience | Coming soon | 36.7% | Coming soon |
| FrontierScience Research | Coming soon | 36.7% | Coming soon |
| HLE w/o tools | Coming soon | 42.7% | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- Agents-A1-Q4_K_M-GGUF public-lane score: Coming soon
- GPT-5.4 Pro public-lane score: 68.8 (Unranked · 4 rankable rows)

| Benchmark | Agents-A1-Q4_K_M-GGUF | GPT-5.4 Pro | Winner |
|-----------|-----------|-----------|--------|
| IPhO 2025 (Theory) | Coming soon | 93.5% | Coming soon |
| FrontierMath (legacy) | Coming soon | 50% | Coming soon |
| FrontierMath v2 (Tiers 1-3) | Coming soon | 50.000% | Coming soon |
| FrontierMath v2 (Tier 4) | Coming soon | 37.500% | Coming soon |

## FAQ

### Can I compare Agents-A1-Q4_K_M-GGUF and GPT-5.4 Pro 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

- [Agents-A1-Q4_K_M-GGUF vs Agents-A1](/compare/agents-a1-vs-agents-a1-q4-k-m-gguf)
- [GPT-5.4 Pro vs Agents-A1](/compare/agents-a1-vs-gpt-5-4-pro)
- [Agents-A1-Q4_K_M-GGUF vs Agents-A1-4B](/compare/agents-a1-4b-vs-agents-a1-q4-k-m-gguf)
- [GPT-5.4 Pro vs Agents-A1-4B](/compare/agents-a1-4b-vs-gpt-5-4-pro)

## Explore More

- [Agents-A1-Q4_K_M-GGUF profile](/models/agents-a1-q4-k-m-gguf)
- [GPT-5.4 Pro profile](/models/gpt-5-4-pro)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)