Model comparison
Gemini 3.5 Flash-Lite vs MiMo-V2.5-Pro
Head-to-head evidence from 17 shared benchmark results across 4 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.
Public leaderboard positions: Gemini 3.5 Flash-Lite unranked (Not scored); MiMo-V2.5-Pro #14 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. Gemini 3.5 Flash-Lite and MiMo-V2.5-Pro share 17 comparable benchmark results. 2 of 8 categories are comparable. 4 results are unique to Gemini 3.5 Flash-Lite; 14 to MiMo-V2.5-Pro.
Updated July 21, 2026- Shared results
- 17
- Gemini 3.5 Flash-Lite only
- 4
- MiMo-V2.5-Pro only
- 14
- Comparable categories
- 2 / 8
Treat this as a split decision. Gemini 3.5 Flash-Lite makes more sense if its workflow fits your team better; MiMo-V2.5-Pro is the better fit if agentic is the priority.
Confidence note. This is a partial-evidence comparison with 17 shared benchmark results across 4 evidence categories; 2 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.
Why this result
Gemini 3.5 Flash-Lite and MiMo-V2.5-Pro 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.
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 | Gemini 3.5 Flash-Lite | Δ | MiMo-V2.5-Pro |
|---|---|---|---|
| Agentic | Gemini 3.5 Flash-Lite63.4 | Margin→ 5.0 | MiMo-V2.5-Pro68.4 |
| Coding | Gemini 3.5 Flash-Lite54.2 | Margin→ 3.0 | MiMo-V2.5-Pro57.2 |
| Reasoning | Gemini 3.5 Flash-Lite72.2 | MarginNo overlap | MiMo-V2.5-ProNot measured |
| Knowledge | Gemini 3.5 Flash-LiteNot measured | MarginNo overlap | MiMo-V2.5-Pro48.0 |
Decisive benchmark drivers
The largest measured benchmark gaps in this matchup, with exact reported values.
More
- Source ↗
Terminal-Bench 2.0
AgenticA 54%B 68.4%Winner: MiMo-V2.5-ProΔ 14.4Terminal-Bench 2.0: Gemini 3.5 Flash-Lite scored 54%; MiMo-V2.5-Pro scored 68.4%. MiMo-V2.5-Pro wins this benchmark. - Source ↗
SWE-bench Pro
CodingA 54.2%B 57.2%Winner: MiMo-V2.5-ProΔ 3SWE-bench Pro: Gemini 3.5 Flash-Lite scored 54.2%; MiMo-V2.5-Pro scored 57.2%. MiMo-V2.5-Pro wins this benchmark.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | Gemini 3.5 Flash-Lite | MiMo-V2.5-Pro | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Gemini 3.5 Flash-Lite$0.3 input / $2.5 output | MiMo-V2.5-ProNot available | A complete price comparison is not available. |
| Generation speedtokens per second | Gemini 3.5 Flash-LiteNot available | MiMo-V2.5-ProNot available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | Gemini 3.5 Flash-LiteNot available | MiMo-V2.5-ProNot available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | Gemini 3.5 Flash-Lite1M | MiMo-V2.5-Pro1M | Listed context windows are equal. |
Benchmark Deep Dive
AgenticMiMo-V2.5-Pro wins16 benchmarks
| Benchmark | Gemini 3.5 Flash-Lite | MiMo-V2.5-Pro | Result |
|---|---|---|---|
| Terminal-Bench 2.0Source | 54% | 68.4% | MiMo-V2.5-Pro leads |
| OSWorld-VerifiedSource | 74% | — | Not comparable |
| GDPval-AASource | 1140 | 1265 | MiMo-V2.5-Pro leads |
| AA Agentic IndexSource | 26.8% | 29.1% | MiMo-V2.5-Pro leads |
| GDPval-AASource | 32.0% | 38.3% | MiMo-V2.5-Pro leads |
| AA BriefcaseSource | 634 | 873 | MiMo-V2.5-Pro leads |
| AA Tau3 BankingSource | 16.5% | — | Not comparable |
| Claw-EvalSource | — | 63.8% | Not comparable |
| τ³-bench resultsSource | — | 72.9% | Not comparable |
| τ²-bench resultsSource | — | 94.2% | Not comparable |
| APEX-Agents-AASource | — | 2.4% | Not comparable |
| Gert LabsSource | — | 62.70% | Not comparable |
| AA ITBenchSource | — | 38.2% | Not comparable |
| terminalBenchHardSource | — | 43.2% | Not comparable |
| aaTerminalBench21Source | — | 65.2% | Not comparable |
| AA Harvey LABSource | — | 73.3% | Not comparable |
CodingMiMo-V2.5-Pro wins4 benchmarks
Reasoning3 benchmarks
Knowledge9 benchmarks
| Benchmark | Gemini 3.5 Flash-Lite | MiMo-V2.5-Pro | Result |
|---|---|---|---|
| Artificial Analysis Intelligence IndexSource | 36.5% | 42.2% | MiMo-V2.5-Pro leads |
| AA-GPQA DiamondSource | 83.8% | 86.6% | MiMo-V2.5-Pro leads |
| AA-HLESource | 17.5% | 33.8% | MiMo-V2.5-Pro leads |
| AA-Omniscience IndexSource | 6.9% | 3.6% | Gemini 3.5 Flash-Lite leads |
| AA-Omniscience AccuracySource | 30.3% | 22.6% | Gemini 3.5 Flash-Lite leads |
| AA-Omniscience Hallucination RateSource | 33.5% | 24.5% | MiMo-V2.5-Pro leads |
| HLESource | — | 48% | Not comparable |
| HLE w/o toolsSource | — | 34% | Not comparable |
| AA Openness IndexSource | — | 38.9% | Not comparable |
Multimodal2 benchmarks
Inst. Following1 benchmarks
| Benchmark | Gemini 3.5 Flash-Lite | MiMo-V2.5-Pro | Result |
|---|---|---|---|
| AA-IFBenchSource | — | 79.9% | Not comparable |
Frequently Asked Questions (3)
Which is better, Gemini 3.5 Flash-Lite or MiMo-V2.5-Pro?
Gemini 3.5 Flash-Lite and MiMo-V2.5-Pro 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 coding, Gemini 3.5 Flash-Lite or MiMo-V2.5-Pro?
MiMo-V2.5-Pro has the edge for coding in this comparison, averaging 57.2 versus 54.2. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.
Which is better for agentic tasks, Gemini 3.5 Flash-Lite or MiMo-V2.5-Pro?
MiMo-V2.5-Pro has the edge for agentic tasks in this comparison, averaging 68.4 versus 63.4. Inside this category, AA Briefcase is the benchmark that creates the most daylight between them.
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