Gemma 3 27B is $1.12 cheaper per 1M input tokens (93.3% lower; 15x difference).
API cost decision in 10 seconds
Gemma 3 27B vs GLM 5V Turbo
Pick Gemma 3 27B for lower cost; pick GLM 5V Turbo only if the larger context window matters more.
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Data confirmed:
Prices normalized to USD per 1M tokens
Sample workload: 1M input + 500K output
Budget verdict
Pick Gemma 3 27B for lower cost; pick GLM 5V Turbo only if the larger context window matters more.
On the standard 1M input plus 500K output workload, Gemma 3 27B is estimated at $0.16 vs $3.2 for GLM 5V Turbo, saving $3.04 (95% lower).
Cost-first pickGemma 3 27B
Context-first pickGLM 5V Turbo
Sample savings$3.0495%
10x traffic gap$30.4
GLM 5V Turbo has more context, but Gemma 3 27B saves $3.04 on the standard workload. At 10x that traffic, the same price gap is about $30.4. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
Gemma 3 27B stays cheaper across input-heavy, balanced, and output-heavy sample workloads.
| Workload shape | Token mix | Better pick | Gemma 3 27B | GLM 5V Turbo |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | Gemma 3 27B | $0.48 | $8 |
| Balanced workload | 1M input + 1M output | Gemma 3 27B | $0.24 | $5.2 |
| Output-heavy chatbot | 1M input + 5M output | Gemma 3 27B | $0.88 | $21.2 |
Gemma 3 27B is $3.84 cheaper per 1M output tokens (96% lower; 25x difference).
GLM 5V Turbo has 71.68K more context (1.55x larger).
Gemma 3 27B is $3.04 cheaper on the standard workload (95% 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
Gemma 3 27B has the lower input price; Gemma 3 27B has the lower output price; GLM 5V Turbo offers the larger context window. For the 1M input plus 500K output sample, Gemma 3 27B is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $0.16 for Gemma 3 27B and $3.2 for GLM 5V Turbo.
Choose Gemma 3 27B when you care most about lower input-token price, and lower output-token price.
Choose GLM 5V Turbo when you care most about larger context window.
- On the standard 1M input plus 500K output workload, Gemma 3 27B is estimated at $0.16 vs $3.2 for GLM 5V Turbo, saving $3.04 (95% lower).
- Gemma 3 27B is $3.04 cheaper on the standard workload (95% lower).
- Gemma 3 27B is $1.12 cheaper per 1M input tokens (93.3% lower; 15x difference).
- Gemma 3 27B is $3.84 cheaper per 1M output tokens (96% lower; 25x difference).
- GLM 5V Turbo has 71.68K more context (1.55x larger).
| Feature | Gemma 3 27B (Google) | GLM 5V Turbo (Z.ai) |
|---|---|---|
| Input Price prompt tokens per 1M | $0.08 | $1.2 |
| Completion Price per 1M tokens | $0.16 | $4 |
| Sample Workload Cost 1M input + 500K output | $0.16 | $3.2 |
| Context Window | 131.07K | 202.75K |
| Release Date | ||
| Popularity | #86 | #136 |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | Gemma 3 27B | On the standard 1M input plus 500K output workload, Gemma 3 27B is estimated at $0.16 vs $3.2 for GLM 5V Turbo, saving $3.04 (95% lower). |
| High-volume input processing | Gemma 3 27B | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | Gemma 3 27B | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | GLM 5V Turbo | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- Gemma 4 31B (free) can replace Gemma 3 27B when lower sample workload cost matters most: $0.
- Gemma 4 26B A4B (free) can replace Gemma 3 27B when lower sample workload cost matters most: $0.
- Lyria 3 Clip Preview can replace Gemma 3 27B when lower sample workload cost matters most: $0.
- Lyria 3 Pro Preview can replace Gemma 3 27B when lower sample workload cost matters most: $0.
- Llama 4 Scout offers 10M context with $0.23 sample workload cost.
- Grok 4.20 offers 2M context with $2.5 sample workload cost.
- Owl Alpha offers 1.05M context with $0 sample workload cost.
- DeepSeek V4 Flash offers 1.05M context with $0.2 sample workload cost.
- DeepSeek V4 Flash · DeepSeek · #1
- Hy3 preview · Tencent · #2
- Claude Opus 4.7 · Anthropic · #3
- Claude Sonnet 4.6 · Anthropic · #4
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