# GLM-5V-Turbo vs SWE-2

> Side-by-side benchmark comparison for GLM-5V-Turbo and SWE-2 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/glm-5v-turbo-vs-swe-2
- Last updated: September 10, 2026

- Shared sourced benchmarks: 0
- HTML indexing: indexable
- Ranking lane: BenchAlign v5

## Quick Verdict

No benchmark verdict yet: there is no shared sourced benchmark row for GLM-5V-Turbo and SWE-2.

## Summary

- GLM-5V-Turbo and SWE-2 do not currently share a sourced benchmark row. The mirror therefore compares metadata, pricing, context windows, and each model's separately reported coverage without naming a benchmark winner.

## Model Snapshot

| Property | GLM-5V-Turbo | SWE-2 |
|----------|----------|----------|
| Creator | Z.AI | Cognition |
| Type | Proprietary | Proprietary |
| Reasoning | Non-Reasoning | Reasoning |
| Context | 200K | 1M |
| Independent public score (not head-to-head) | 57.64 | null |
| Benchmarks Covered | 2 | 5 |
| Pricing (input/output) | $1.20 / $4.00 | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- GLM-5V-Turbo public-lane score: Coming soon
- SWE-2 public-lane score: Coming soon

| Benchmark | GLM-5V-Turbo | SWE-2 | Winner |
|-----------|-----------|-----------|--------|
| Claw-Eval | 53.8% | Coming soon | Coming soon |
| Gert Labs | 30.76% | Coming soon | Coming soon |
| Terminal-Bench 2.1 | Coming soon | 92.8% | Coming soon |
| Terminal-Bench 4.0 | Coming soon | 27.30% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- GLM-5V-Turbo public-lane score: 52.8 (Estimated · #45/151)
- SWE-2 public-lane score: Coming soon

| Benchmark | GLM-5V-Turbo | SWE-2 | Winner |
|-----------|-----------|-----------|--------|
| FrontierCode 1.1 Main | Coming soon | 50.0% | Coming soon |
| Terminal-Bench 2.1 | Coming soon | 92.8% | Coming soon |
| DeepSWE | Coming soon | 73.0% | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- GLM-5V-Turbo public-lane score: 67.2 (Unranked · 1 rankable row)
- SWE-2 public-lane score: Coming soon

### Reasoning

- Winner: Insufficient shared evidence
- GLM-5V-Turbo public-lane score: 69.3 (Unranked · 2 rankable rows)
- SWE-2 public-lane score: Coming soon

### Knowledge

- Winner: Insufficient shared evidence
- GLM-5V-Turbo public-lane score: 51.4 (Estimated · #72/183)
- SWE-2 public-lane score: Coming soon

### Instruction Following

- Winner: Insufficient shared evidence
- GLM-5V-Turbo public-lane score: 74 (#62/123)
- SWE-2 public-lane score: Coming soon

## FAQ

### Can I compare GLM-5V-Turbo and SWE-2 on BenchLM yet?

Not fully yet. BenchLM is tracking both models, but sourced benchmark coverage is still incomplete for a fair score-level comparison.

### Why does this page show "coming soon" values?

BenchLM only calls winners when public benchmark coverage is available on both sides of the comparison.

## Related Comparisons

- [GLM-5V-Turbo vs GLM-5.3](/compare/glm-5-3-vs-glm-5v-turbo)
- [SWE-2 vs GLM-5.3](/compare/glm-5-3-vs-swe-2)
- [GLM-5V-Turbo vs GLM-5.2](/compare/glm-5-2-vs-glm-5v-turbo)
- [SWE-2 vs GLM-5.2](/compare/glm-5-2-vs-swe-2)

## Explore More

- [GLM-5V-Turbo profile](/models/glm-5v-turbo)
- [SWE-2 profile](/models/swe-2)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)