# Apodex 1.1 vs Beam 1.0 501B-A23B FP8

> Side-by-side benchmark comparison for Apodex 1.1 and Beam 1.0 501B-A23B FP8 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/apodex-1-1-vs-reflection-beam-fp8
- Last updated: October 16, 2026

- Shared sourced benchmarks: 5
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Beam 1.0 501B-A23B FP8 leads by point estimate. Conditional score ranges do not establish rank confidence. Choose using the category evidence and your own workload tests.

## Summary

- Beam 1.0 501B-A23B FP8 has the higher overall point estimate 71 to 50.2. Conditional score ranges do not establish rank confidence.
- The clearest category separation is in reasoning, where the averages are 80.3 for Apodex 1.1 and 85.8 for Beam 1.0 501B-A23B FP8.
- The biggest single benchmark swing is DeepSearchQA in Agentic, with scores of 92.4% and 79.6%.
- Beam 1.0 501B-A23B FP8 also has the larger context window at 1M.

## Model Snapshot

| Property | Apodex 1.1 | Beam 1.0 501B-A23B FP8 |
|----------|----------|----------|
| Creator | Apodex | Reflection AI |
| Type | Proprietary | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | N/A | 1M |
| Overall Score | 50.2 | null |
| Benchmarks Covered | 10 | 19 |
| Pricing (input/output) | Pricing unavailable / Pricing unavailable | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Not comparable
- Apodex 1.1 public-lane score: 46.8 (Estimated · #54/128)
- Beam 1.0 501B-A23B FP8 public-lane score: Coming soon

| Benchmark | Apodex 1.1 | Beam 1.0 501B-A23B FP8 | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 70.8% | 78.9% | Beam 1.0 501B-A23B FP8 |
| HLE w/ tools | 56.1% | 51.1% | Apodex 1.1 |
| APEX-Agents | 38.5% | Coming soon | Coming soon |
| DeepSearchQA | 92.4% | 79.6% | Apodex 1.1 |
| τ³-bench results | Coming soon | 36.8% | Coming soon |
| MCP Atlas | Coming soon | 81.5% | Coming soon |
| BrowseComp | Coming soon | 76.7% | Coming soon |

### Coding

- Winner: Not comparable
- Apodex 1.1 public-lane score: 42.1 (Estimated · #61/150)
- Beam 1.0 501B-A23B FP8 public-lane score: Coming soon

| Benchmark | Apodex 1.1 | Beam 1.0 501B-A23B FP8 | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 70.8% | 78.9% | Beam 1.0 501B-A23B FP8 |
| SWE-bench Verified | 77.7% | 80.2% | Beam 1.0 501B-A23B FP8 |
| DeepSWE | Coming soon | 43.0% | Coming soon |
| SWE-bench Pro | Coming soon | 65.9% | Coming soon |
| SWE-Atlas Codebase QnA | Coming soon | 32.2% | Coming soon |
| SWE Multilingual | Coming soon | 78.1% | Coming soon |
| SciCode | Coming soon | 48.3% | Coming soon |

### Reasoning

- Winner: Not comparable
- Apodex 1.1 public-lane score: 80.3 (Unranked · 2 rankable rows)
- Beam 1.0 501B-A23B FP8 public-lane score: 85.8 (Unranked · 3 rankable rows)

| Benchmark | Apodex 1.1 | Beam 1.0 501B-A23B FP8 | Winner |
|-----------|-----------|-----------|--------|
| CritPt | Coming soon | 17.4% | Coming soon |
| LongBench v2 | Coming soon | 67.6% | Coming soon |

### Multimodal & Grounded

- Winner: Not comparable
- Apodex 1.1 public-lane score: 81.1 (Unranked · 1 rankable row)
- Beam 1.0 501B-A23B FP8 public-lane score: Coming soon

### Knowledge

- Winner: Not comparable
- Apodex 1.1 public-lane score: 55.5 (Supported · #56/184)
- Beam 1.0 501B-A23B FP8 public-lane score: Coming soon

| Benchmark | Apodex 1.1 | Beam 1.0 501B-A23B FP8 | Winner |
|-----------|-----------|-----------|--------|
| HLE | 56.1% | Coming soon | Coming soon |
| FrontierScience Research | 63.3% | Coming soon | Coming soon |
| BioMysteryBench (human-difficult) | 35.3% | Coming soon | Coming soon |
| GPQA-D | Coming soon | 90.3% | Coming soon |
| HLE w/o tools | Coming soon | 36% | Coming soon |

### Instruction Following

- Winner: Not comparable
- Apodex 1.1 public-lane score: Coming soon
- Beam 1.0 501B-A23B FP8 public-lane score: 89.8 (#28/148)

| Benchmark | Apodex 1.1 | Beam 1.0 501B-A23B FP8 | Winner |
|-----------|-----------|-----------|--------|
| IFBench | Coming soon | 80.7% | Coming soon |

### Mathematics

- Winner: Not comparable
- Apodex 1.1 public-lane score: Coming soon
- Beam 1.0 501B-A23B FP8 public-lane score: 87.9 (Unranked · 1 rankable row)

| Benchmark | Apodex 1.1 | Beam 1.0 501B-A23B FP8 | Winner |
|-----------|-----------|-----------|--------|
| IMO 2026 | 31/42 | Coming soon | Coming soon |
| AIME26 | Coming soon | 98.0% | Coming soon |

## FAQ

### Which is better overall, Apodex 1.1 or Beam 1.0 501B-A23B FP8?

Beam 1.0 501B-A23B FP8 has the higher overall point estimate. Conditional score ranges do not establish rank confidence.

### Where is the biggest gap between Apodex 1.1 and Beam 1.0 501B-A23B FP8?

The widest category gap is in reasoning, where the averages are 80.3 for Apodex 1.1 and 85.8 for Beam 1.0 501B-A23B FP8.

### How many benchmarks does Apodex 1.1 cover on BenchLM?

Apodex 1.1 currently has 10 sourced benchmark scores on BenchLM.

### How many benchmarks does Beam 1.0 501B-A23B FP8 cover on BenchLM?

Beam 1.0 501B-A23B FP8 currently has 19 sourced benchmark scores on BenchLM.

## Related Comparisons

- [Apodex 1.1 vs Apodex 1.1 Mini](/compare/apodex-1-1-vs-apodex-1-1-mini)
- [Beam 1.0 501B-A23B FP8 vs Apodex 1.1 Mini](/compare/apodex-1-1-mini-vs-reflection-beam-fp8)
- [Apodex 1.1 vs Beam 1.0 501B-A23B](/compare/apodex-1-1-vs-reflection-beam)
- [Beam 1.0 501B-A23B FP8 vs Beam 1.0 501B-A23B](/compare/reflection-beam-vs-reflection-beam-fp8)

## Explore More

- [Apodex 1.1 profile](/models/apodex-1-1)
- [Beam 1.0 501B-A23B FP8 profile](/models/reflection-beam-fp8)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)