Model comparison
Gemini 3 Pro vs GLM-4.7-Flash
Head-to-head evidence from 0 shared benchmark results across 0 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.
Public leaderboard positions: Gemini 3 Pro #19 (Supported); GLM-4.7-Flash #106 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. Gemini 3 Pro and GLM-4.7-Flash share 0 comparable benchmark results. 0 of 8 categories are comparable. 27 results are unique to Gemini 3 Pro; 0 to GLM-4.7-Flash.
Updated July 22, 2026- Shared results
- 0
- Gemini 3 Pro only
- 27
- GLM-4.7-Flash only
- 0
- Comparable categories
- 0 / 8
Benchmark data for Gemini 3 Pro and GLM-4.7-Flash is coming soon on BenchLM.
Confidence note. This is a partial-evidence comparison with 0 shared benchmark results across 0 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 does not have sourced benchmark coverage for GLM-4.7-Flash yet. This comparison is currently limited to metadata such as context window, reasoning mode, and pricing where available.
Gemini 3 Pro is priced at $2.00 input / $12.00 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for GLM-4.7-Flash. Gemini 3 Pro has the larger context window at 2M, compared with 200K for GLM-4.7-Flash.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | Gemini 3 Pro | GLM-4.7-Flash | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Gemini 3 Pro$2 input / $12 output | GLM-4.7-Flash$0 input / $0 output | GLM-4.7-Flash has the lower combined listed price. |
| Generation speedtokens per second | Gemini 3 Pro109 tok/s | GLM-4.7-Flash95 tok/s | Gemini 3 Pro has the higher measured throughput. |
| First-answer latencyseconds to first token | Gemini 3 Pro32.65 s | GLM-4.7-Flash0.91 s | GLM-4.7-Flash reaches the first token sooner. |
| Context windowmaximum listed tokens | Gemini 3 Pro2M | GLM-4.7-Flash200K | Gemini 3 Pro lists the larger context window. |
Benchmark Deep Dive
Agentic3 benchmarks
Coding3 benchmarks
Reasoning3 benchmarks
Knowledge7 benchmarks
| Benchmark | Gemini 3 Pro | GLM-4.7-Flash | Result |
|---|---|---|---|
| Artificial Analysis Intelligence IndexSource | 39.5% | — | Not comparable |
| AA-GPQA DiamondSource | 90.8% | — | Not comparable |
| AA-HLESource | 37.2% | — | Not comparable |
| AA-Omniscience IndexSource | 15.8% | — | Not comparable |
| AA-Omniscience AccuracySource | 55.9% | — | Not comparable |
| AA-Omniscience Hallucination RateSource | 90.9% | — | Not comparable |
| AA MMLU-ProSource | 89.8% | — | Not comparable |
Math2 benchmarks
Multilingual1 benchmarks
| Benchmark | Gemini 3 Pro | GLM-4.7-Flash | Result |
|---|---|---|---|
| AA Global-MMLU-LiteSource | 92.2% | — | Not comparable |
Multimodal7 benchmarks
Inst. Following1 benchmarks
| Benchmark | Gemini 3 Pro | GLM-4.7-Flash | Result |
|---|---|---|---|
| AA-IFBenchSource | 70.4% | — | Not comparable |
Frequently Asked Questions (3)
Can I compare Gemini 3 Pro and GLM-4.7-Flash 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 Gemini 3 Pro and GLM-4.7-Flash today?
Gemini 3 Pro: $2.00 input / $12.00 output per 1M tokens GLM-4.7-Flash: $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.
Related Comparisons
Explore More
Choose a model with this week’s evidence
Join 2,000+ readers for ranking moves, pricing changes, and the claims that still need proof.
One email each week. Unsubscribe anytime.