Model comparison
Qwen3 Max vs Sarvam 105B
Head-to-head evidence from 11 shared benchmark results across 5 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.
Public leaderboard positions: Qwen3 Max #128 (Estimated); Sarvam 105B #157 (Estimated). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. Qwen3 Max and Sarvam 105B share 11 comparable benchmark results. 0 of 8 categories are comparable. 3 results are unique to Qwen3 Max; 0 to Sarvam 105B.
Updated July 23, 2026- Shared results
- 11
- Qwen3 Max only
- 3
- Sarvam 105B only
- 0
- Comparable categories
- 0 / 8
Benchmark data for Qwen3 Max and Sarvam 105B is coming soon on BenchLM.
Confidence note. This is a partial-evidence comparison with 11 shared benchmark results across 5 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.
Qwen3 Max has the larger context window at 1M, compared with 128K for Sarvam 105B.
Category breakdown
Exact category averages are shown below. Not measured means BenchLM does not have enough sourced public coverage for that model and category.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | Qwen3 Max | Sarvam 105B | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Qwen3 MaxNot available | Sarvam 105B$0 input / $0 output | A complete price comparison is not available. |
| Generation speedtokens per second | Qwen3 MaxNot available | Sarvam 105BNot available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | Qwen3 MaxNot available | Sarvam 105BNot available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | Qwen3 Max1M | Sarvam 105B128K | Qwen3 Max lists the larger context window. |
Benchmark Deep Dive
Agentic2 benchmarks
Coding2 benchmarks
Reasoning2 benchmarks
Knowledge6 benchmarks
| Benchmark | Qwen3 Max | Sarvam 105B | Result |
|---|---|---|---|
| Artificial Analysis Intelligence IndexSource | 24.0% | 11.9% | Qwen3 Max leads |
| AA-GPQA DiamondSource | 76.4% | 73.8% | Qwen3 Max leads |
| AA-HLESource | 11.1% | 10.1% | Qwen3 Max leads |
| AA-Omniscience IndexSource | -43.1% | -59.5% | Qwen3 Max leads |
| AA-Omniscience AccuracySource | 24.4% | 17.6% | Qwen3 Max leads |
| AA-Omniscience Hallucination RateSource | 89.4% | 93.5% | Qwen3 Max leads |
Multimodal1 benchmarks
| Benchmark | Qwen3 Max | Sarvam 105B | Result |
|---|---|---|---|
| Design Arena WebsiteSource | 1148 | — | Not comparable |
Inst. Following1 benchmarks
| Benchmark | Qwen3 Max | Sarvam 105B | Result |
|---|---|---|---|
| AA-IFBenchSource | 44.1% | 34.4% | Qwen3 Max leads |
Frequently Asked Questions (3)
Can I compare Qwen3 Max and Sarvam 105B 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 Qwen3 Max and Sarvam 105B today?
Sarvam 105B: $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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