# Beam 1.0 501B-A23B FP8 vs Sarvam 30B

> Side-by-side benchmark comparison for Beam 1.0 501B-A23B FP8 and Sarvam 30B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/reflection-beam-fp8-vs-sarvam-30b
- Last updated: October 16, 2026

- Shared sourced benchmarks: 2
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Evidence is too thin for a benchmark verdict: Beam 1.0 501B-A23B FP8 and Sarvam 30B share only 2 sourced benchmark rows.

## Summary

- Only 2 shared sourced benchmark rows are available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.
- Sarvam 30B has the lower published output-token price.
- Beam 1.0 501B-A23B FP8 has the larger published context window at 1M.

## Model Snapshot

| Property | Beam 1.0 501B-A23B FP8 | Sarvam 30B |
|----------|----------|----------|
| Creator | Reflection AI | Sarvam |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 1M | 64K |
| Independent public score (not head-to-head) | null | 28.61 |
| Benchmarks Covered | 19 | 9 |
| Pricing (input/output) | Pricing unavailable / Pricing unavailable | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Beam 1.0 501B-A23B FP8 public-lane score: Coming soon
- Sarvam 30B public-lane score: Coming soon

| Benchmark | Beam 1.0 501B-A23B FP8 | Sarvam 30B | Winner |
|-----------|-----------|-----------|--------|
| τ³-bench results | 36.8% | Coming soon | Coming soon |
| HLE w/ tools | 51.1% | Coming soon | Coming soon |
| Terminal-Bench 2.1 | 78.9% | Coming soon | Coming soon |
| MCP Atlas | 81.5% | Coming soon | Coming soon |
| BrowseComp | 76.7% | 35.5% | Beam 1.0 501B-A23B FP8 |
| DeepSearchQA | 79.6% | Coming soon | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Beam 1.0 501B-A23B FP8 public-lane score: Coming soon
- Sarvam 30B public-lane score: Coming soon

| Benchmark | Beam 1.0 501B-A23B FP8 | Sarvam 30B | Winner |
|-----------|-----------|-----------|--------|
| DeepSWE | 43.0% | Coming soon | Coming soon |
| SWE-bench Pro | 65.9% | Coming soon | Coming soon |
| Terminal-Bench 2.1 | 78.9% | Coming soon | Coming soon |
| SWE-Atlas Codebase QnA | 32.2% | Coming soon | Coming soon |
| SWE Multilingual | 78.1% | Coming soon | Coming soon |
| SWE-bench Verified | 80.2% | 34% | Beam 1.0 501B-A23B FP8 |
| SciCode | 48.3% | Coming soon | Coming soon |
| HumanEval | Coming soon | 92.1% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Beam 1.0 501B-A23B FP8 public-lane score: 85.8 (Unranked · 3 rankable rows)
- Sarvam 30B public-lane score: 25.9 (Unranked · 3 rankable rows)

| Benchmark | Beam 1.0 501B-A23B FP8 | Sarvam 30B | Winner |
|-----------|-----------|-----------|--------|
| CritPt | 17.4% | Coming soon | Coming soon |
| LongBench v2 | 67.6% | Coming soon | Coming soon |
| GPQA Diamond | Coming soon | 66.5% | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Beam 1.0 501B-A23B FP8 public-lane score: Coming soon
- Sarvam 30B public-lane score: 27.1 (Supported · #165/184)

| Benchmark | Beam 1.0 501B-A23B FP8 | Sarvam 30B | Winner |
|-----------|-----------|-----------|--------|
| GPQA-D | 90.3% | Coming soon | Coming soon |
| HLE w/o tools | 36% | Coming soon | Coming soon |
| MMLU | Coming soon | 85.1% | Coming soon |
| MMLU-Pro | Coming soon | 80% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Beam 1.0 501B-A23B FP8 public-lane score: 89.8 (#28/148)
- Sarvam 30B public-lane score: 28.8 (#140/148)

| Benchmark | Beam 1.0 501B-A23B FP8 | Sarvam 30B | Winner |
|-----------|-----------|-----------|--------|
| IFBench | 80.7% | Coming soon | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- Beam 1.0 501B-A23B FP8 public-lane score: 87.9 (Unranked · 1 rankable row)
- Sarvam 30B public-lane score: Coming soon

| Benchmark | Beam 1.0 501B-A23B FP8 | Sarvam 30B | Winner |
|-----------|-----------|-----------|--------|
| AIME26 | 98.0% | Coming soon | Coming soon |
| MATH-500 | Coming soon | 97% | Coming soon |
| HMMT Feb 2025 | Coming soon | 73.3% | Coming soon |
| HMMT Nov 2025 | Coming soon | 74.2% | Coming soon |

## FAQ

### Is there enough evidence to pick between Beam 1.0 501B-A23B FP8 and Sarvam 30B?

Not yet. The models share only 2 sourced benchmark rows, so this mirror reports the available measurements and metadata without naming a broad winner.

### What can I compare safely on this page?

Published pricing, context windows, model type, and individual shared benchmark rows are directly comparable. Independent overall scores and non-overlapping benchmark coverage are labeled separately and should not be read as a controlled head-to-head result.

## Related Comparisons

- [Beam 1.0 501B-A23B FP8 vs Beam 1.0 501B-A23B](/compare/reflection-beam-vs-reflection-beam-fp8)
- [Sarvam 30B vs Beam 1.0 501B-A23B](/compare/reflection-beam-vs-sarvam-30b)
- [Beam 1.0 501B-A23B FP8 vs Beam 1.0 501B-A23B NVFP4](/compare/reflection-beam-fp8-vs-reflection-beam-nvfp4)
- [Sarvam 30B vs Beam 1.0 501B-A23B NVFP4](/compare/reflection-beam-nvfp4-vs-sarvam-30b)

## Explore More

- [Beam 1.0 501B-A23B FP8 profile](/models/reflection-beam-fp8)
- [Sarvam 30B profile](/models/sarvam-30b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)