Laguna XS.2 vs GLM-5V-Turbo
GLM-5V-Turbo comes out ahead, 61 to 36 on our weighted score, and it is the cheaper option too.
PoolsideLaguna XS.2
36/100- ECI—
- Price—
- Context262K
- Our pick
Z.ai (Zhipu)GLM-5V-Turbo
61/100- ECI—
- Price$1.20 / $4.00
- Context200K
Add a model
Make it a three-way comparison.
GLM-5V-Turbo is our pick
GLM-5V-Turbo is the better all-round choice, scoring 61/100 against Laguna XS.2 (36). It leads on inputs & features. Laguna XS.2 wins on context window. The score weighs inputs & features 60%, context window 40%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.
- CapabilityNot enough dataNo independent benchmark covers every model here yet
- Lowest priceGLM-5V-TurboGLM-5V-Turbo $1.90 per 1M tokens (3:1 blend) · Laguna XS.2 unpriced
- Longest contextLaguna XS.2Laguna XS.2 262,144 · GLM-5V-Turbo 200,000 tokens
- Widest inputsGLM-5V-TurboLaguna XS.2: Text · GLM-5V-Turbo: Text, Images, PDFs, Video
- Self-hostingLaguna XS.2Publishes downloadable weights
| Measure | Weight | Laguna XS.2 | GLM-5V-Turbo |
|---|---|---|---|
| Inputs & features | 60% | 35 | 80 |
| Context window | 40% | 37 | 32 |
| Overall | 100% | 36/100 | 61/100 |
Left out because at least one model lacks the data: capability and price. The remaining weights were rescaled.
Every spec in one table
Highlighted cells lead their row. Dashes mean the data is not published.
| Specification | Laguna XS.2Poolside | GLM-5V-TurboZ.ai (Zhipu) |
|---|---|---|
| Capability | ||
| Capabilities Index (ECI) | — | — |
| ECI rank | — | — |
| Price per million tokens | ||
| Input | — | $1.20 |
| Output | — | $4.00 |
| Cached input | — | $0.24 |
| Blended (3:1) | — | $1.90 |
| Long-context rate | — | Same rate |
| Price source | — | Official Z.AI API |
| Limits | ||
| Context window | 262,144 tokens (best) | 200,000 tokens |
| Max output | 32,768 tokens | 131,072 tokens (best) |
| Inputs and features | ||
| Text | Yes | Yes |
| Images | No | Yes |
| PDFs | No | Yes |
| Audio | No | No |
| Video | No | Yes |
| Reasoning | Yes | Yes |
| Tool calling | Yes | Yes |
| Structured output | No | No |
| Availability | ||
| Weights | Open | Proprietary |
| API model ID | — | glm-5v-turbo |
| API providers | 1 | 14 (best) |
| Released | Apr 28, 2026 | Apr 1, 2026 |
| Knowledge cutoff | — | — |
What would a month cost?
Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.
- Laguna XS.2—
- GLM-5V-Turbo$20.00
Which should you choose?
Which is better: Laguna XS.2 or GLM-5V-Turbo?
GLM-5V-Turbo is the better all-round choice, scoring 61/100 against Laguna XS.2 (36). It leads on inputs & features. Laguna XS.2 wins on context window. The score weighs inputs & features 60%, context window 40%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.
Which is cheaper, Laguna XS.2 or GLM-5V-Turbo?
GLM-5V-Turbo is cheaper at $1.20 input / $4.00 output per million tokens (official Z.AI API price). . At a typical mix of three input tokens to one output token, that is $1.90 per million tokens for GLM-5V-Turbo versus . Laguna XS.2 has no published per-token price.
Which scores higher on benchmarks?
There is no independent benchmark that covers both models yet. Laguna XS.2 has not been scored yet and GLM-5V-Turbo has not been scored yet.
Which is better for coding?
There are no published SWE-bench Verified results for Laguna XS.2 and GLM-5V-Turbo yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. Both support tool calling for agent workflows.
Which has the bigger context window?
Laguna XS.2 has the largest context window at 262,144 tokens, against 200,000 for GLM-5V-Turbo. Maximum output per response: Laguna XS.2 up to 32,768, GLM-5V-Turbo up to 131,072 tokens.
Which can read images, PDFs, audio or video?
Laguna XS.2 accepts text; GLM-5V-Turbo accepts text, images, PDFs and video. GLM-5V-Turbo handles the widest range of inputs.
Are any of these open source?
Laguna XS.2 publishes its weights and can be self-hosted; GLM-5V-Turbo is proprietary.
Which is newer?
Laguna XS.2 is the newest, released Apr 28, 2026. GLM-5V-Turbo came out Apr 1, 2026.
How do you decide the winner?
Each model gets a 0–100 score on capability (50%, independent benchmark results); price (25%, blended price per million tokens (3 input : 1 output), log scale); inputs & features (15%, image, PDF, audio and video input, tool calling, structured output and reasoning); context window (10%, maximum tokens per request, log scale). Dimensions missing for any model are dropped and the remaining weights rescaled, so every model is judged on the same evidence. Specs and prices come from public model listings and the labs’ own API pages; capability scores come from independent benchmark runs. Data updated Oct 4, 2026.
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