Model comparison
Hy3 Preview vs Sarvam 30B
Head-to-head evidence from 9 shared benchmark results across 3 categories. Overall scores shown here use BenchLM's provisional ranking lane.
Evidence parity. Hy3 Preview and Sarvam 30B share 9 comparable benchmark results. 0 of 8 categories are comparable. 13 results are unique to Hy3 Preview; 3 to Sarvam 30B.
Updated July 14, 2026- Shared results
- 9
- Hy3 Preview only
- 13
- Sarvam 30B only
- 3
- Comparable categories
- 0 / 8
Benchmark data for Hy3 Preview and Sarvam 30B is coming soon on BenchLM.
Confidence note. This is a partial-evidence comparison with 9 shared benchmark results across 3 evidence categories; 0 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.
Why this result
BenchLM has partial data for these models, but not enough overlapping benchmark coverage to produce a fair score-level comparison yet.
Hy3 Preview has the larger context window at 256K, compared with 64K for Sarvam 30B.
Category breakdown
Exact category averages are shown below. Not measured means BenchLM does not have enough sourced public coverage for that model and category.
| Category | Hy3 Preview | Δ | Sarvam 30B |
|---|---|---|---|
| Agentic | Hy3 Preview54.4 | MarginNo overlap | Sarvam 30BNot measured |
| Coding | Hy3 Preview61.6 | MarginNo overlap | Sarvam 30BNot measured |
| Knowledge | Hy3 Preview33.8 | MarginNo overlap | Sarvam 30BNot measured |
| Inst. Following | Hy3 Preview63.1 | MarginNo overlap | Sarvam 30BNot measured |
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | Hy3 Preview | Sarvam 30B | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Hy3 Preview$0 input / $0 output | Sarvam 30B$0 input / $0 output | Listed prices are equal. |
| Generation speedtokens per second | Hy3 PreviewNot available | Sarvam 30BNot available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | Hy3 PreviewNot available | Sarvam 30BNot available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | Hy3 Preview256K | Sarvam 30B64K | Hy3 Preview lists the larger context window. |
Benchmark Deep Dive
Agentic6 benchmarks
Coding6 benchmarks
Reasoning2 benchmarks
Knowledge9 benchmarks
| Benchmark | Hy3 Preview | Sarvam 30B | Result |
|---|---|---|---|
| Artificial Analysis Intelligence IndexSource | 41.2% | 6.6% | Hy3 Preview leads |
| GPQASource | 87.2% | — | Not comparable |
| GPQA-DSource | 87.2% | — | Not comparable |
| HLESource | 25.5% | — | Not comparable |
| AA-Omniscience AccuracySource | 31.5% | 12.7% | Hy3 Preview leads |
| AA-Omniscience Hallucination RateSource | 73.0% | 97.0% | Hy3 Preview leads |
| AA-GPQA DiamondSource | 89.7% | 63.3% | Hy3 Preview leads |
| AA-HLESource | 31.6% | 7.0% | Hy3 Preview leads |
| AA-Omniscience IndexSource | -18.5% | -72.0% | Hy3 Preview leads |
Frequently Asked Questions (3)
Can I compare Hy3 Preview and Sarvam 30B on BenchLM yet?
Not fully yet. BenchLM is tracking both models, but the sourced benchmark breakdown for this comparison is still coming soon.
Why does this comparison show “coming soon”?
BenchLM only shows category winners and benchmark-level calls when we have sourced results that can be compared fairly. For these models, the public benchmark coverage is not complete enough yet.
What data is available for Hy3 Preview and Sarvam 30B today?
Hy3 Preview: $0.00 input / $0.00 output per 1M tokens Sarvam 30B: $0.00 input / $0.00 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.
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