Model comparison
Holo3-35B-A3B vs Laguna S 2.1
Head-to-head evidence from 0 shared benchmark results across 0 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.
Evidence parity. Holo3-35B-A3B and Laguna S 2.1 share 0 comparable benchmark results. 1 of 8 categories are comparable. 1 result is unique to Holo3-35B-A3B; 6 to Laguna S 2.1.
Updated July 21, 2026- Shared results
- 0
- Holo3-35B-A3B only
- 1
- Laguna S 2.1 only
- 6
- Comparable categories
- 1 / 8
Treat this as a split decision. Holo3-35B-A3B makes more sense if agentic is the priority or you would rather avoid the extra latency and token burn of a reasoning model; Laguna S 2.1 is the better fit if you need the larger 1M context window or you want the stronger reasoning-first profile.
Confidence note. This is a partial-evidence comparison with 0 shared benchmark results across 0 evidence categories; 1 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.
Why this result
Holo3-35B-A3B and Laguna S 2.1 finish on the same BenchAlign overall score, so this is less about a single winner and more about where the edge shows up. The BenchAlign headline says tie; the benchmark table is where the real choice happens.
Laguna S 2.1 is the reasoning model in the pair, while Holo3-35B-A3B is not. That usually helps on harder chain-of-thought-heavy tests, but it can also mean more latency and more token spend in real use. Laguna S 2.1 gives you the larger context window at 1M, compared with 64K for Holo3-35B-A3B.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | Holo3-35B-A3B | Laguna S 2.1 | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Holo3-35B-A3BNot available | Laguna S 2.1$0.1 input / $0.2 output | A complete price comparison is not available. |
| Generation speedtokens per second | Holo3-35B-A3BNot available | Laguna S 2.1Not available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | Holo3-35B-A3BNot available | Laguna S 2.1Not available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | Holo3-35B-A3B64K | Laguna S 2.11M | Laguna S 2.1 lists the larger context window. |
Benchmark Deep Dive
AgenticHolo3-35B-A3B wins3 benchmarks
Frequently Asked Questions (2)
Which is better, Holo3-35B-A3B or Laguna S 2.1?
Holo3-35B-A3B and Laguna S 2.1 are tied on the BenchAlign overall score, so the right pick depends on which category matters most for your use case.
Which is better for agentic tasks, Holo3-35B-A3B or Laguna S 2.1?
Holo3-35B-A3B has the edge for agentic tasks in this comparison, averaging 82.6 versus 70.2. Laguna S 2.1 stays close enough that the answer can still flip depending on your workload.
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