Schematron V2 Turbo is $0.02 cheaper per 1M input tokens (33.6% lower; 1.51x difference).
API cost decision in 10 seconds
Schematron V2 Turbo vs GLM Flash Latest
Pick GLM Flash Latest when budget and context both matter.
Page updated:
Data confirmed:
Prices normalized to USD per 1M tokens
Sample workload: 1M input + 500K output
Budget verdict
Pick GLM Flash Latest when budget and context both matter.
On the standard 1M input plus 500K output workload, GLM Flash Latest is estimated at $0.08 vs $0.1 for Schematron V2 Turbo, saving $0.02 (21.9% lower).
Cost-first pickGLM Flash Latest
Context-first pickGLM Flash Latest
Sample savings$0.0221.9%
10x traffic gap$0.23
GLM Flash Latest is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $0.23. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
Cost winner changes by workload shape: input-heavy / RAG favors Schematron V2 Turbo, balanced workload favors GLM Flash Latest, and output-heavy chatbot favors GLM Flash Latest.
| Workload shape | Token mix | Better pick | Schematron V2 Turbo | GLM Flash Latest |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | Schematron V2 Turbo | $0.22 | $0.26 |
| Balanced workload | 1M input + 1M output | GLM Flash Latest | $0.18 | $0.12 |
| Output-heavy chatbot | 1M input + 5M output | GLM Flash Latest | $0.78 | $0.41 |
GLM Flash Latest is $0.08 cheaper per 1M output tokens (50.9% lower; 2.04x difference).
GLM Flash Latest has 920.58K more context (8.19x larger).
GLM Flash Latest is $0.02 cheaper on the standard workload (21.9% lower).
Estimate your workload cost
Your Workload Cost
This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.
Quick Decision
Schematron V2 Turbo has the lower input price; GLM Flash Latest has the lower output price; GLM Flash Latest offers the larger context window. For the 1M input plus 500K output sample, GLM Flash Latest is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $0.1 for Schematron V2 Turbo and $0.08 for GLM Flash Latest.
Choose Schematron V2 Turbo when you care most about lower input-token price.
Choose GLM Flash Latest when you care most about lower output-token price, and larger context window.
- On the standard 1M input plus 500K output workload, GLM Flash Latest is estimated at $0.08 vs $0.1 for Schematron V2 Turbo, saving $0.02 (21.9% lower).
- GLM Flash Latest is $0.02 cheaper on the standard workload (21.9% lower).
- Schematron V2 Turbo is $0.02 cheaper per 1M input tokens (33.6% lower; 1.51x difference).
- GLM Flash Latest is $0.08 cheaper per 1M output tokens (50.9% lower; 2.04x difference).
- GLM Flash Latest has 920.58K more context (8.19x larger).
| Feature | Schematron V2 Turbo (Inference.net) | GLM Flash Latest (Z.ai) |
|---|---|---|
| Input Price prompt tokens per 1M | $0.03 | $0.0452 |
| Completion Price per 1M tokens | $0.15 | $0.0737 |
| Sample Workload Cost 1M input + 500K output | $0.1 | $0.08 |
| Context Window | 128K | 1.05M |
| Release Date |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | GLM Flash Latest | On the standard 1M input plus 500K output workload, GLM Flash Latest is estimated at $0.08 vs $0.1 for Schematron V2 Turbo, saving $0.02 (21.9% lower). |
| High-volume input processing | Schematron V2 Turbo | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | GLM Flash Latest | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | GLM Flash Latest | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- GLM 5.2 (free) can replace GLM Flash Latest when lower sample workload cost matters most: $0.
- GLM 4.5 Air (free) can replace GLM Flash Latest when lower sample workload cost matters most: $0.
- Owl Alpha offers 1.05M context with $0 sample workload cost.
- Kimi K3.1 Pro · MoonshotAI · #1
- DeepSeek V4.1 Flash 1017 · DeepSeek · #2
- DeepSeek V4.1 Flash · DeepSeek · #3
- GLM 5.3 Flash · Z.ai · #4
Cheaper alternatives
Review low-cost models sorted by a standard 1M input plus 500K output workload.
Open cheapest modelsLarger context alternatives
Find models with larger context windows for RAG, long documents, and codebase review.
Open largest context modelsProvider catalogs
Compare models within provider hubs before choosing a final API vendor.
Open provider hubsInference.net catalog
Review all tracked Inference.net models before deciding whether this matchup is the right shortlist.
Open Inference.net modelsZ.ai catalog
Check other Z.ai models with comparable pricing, context, or release timing.
Open Z.ai modelsSchematron V2 Turbo is a 3B-parameter HTML-to-JSON extraction model from Inference.net. It prioritizes throughput for high-volume extraction workloads. Extraction instructions must be supplied through a JSON schema in response_format rather...
This model always redirects to the latest model in the GLM Flash family.