Perceptron Mk1 is $1.85 cheaper per 1M input tokens (92.5% lower; 13.3x difference).
API cost decision in 10 seconds
NewPerceptron Mk1 vs NewGoogle Gemini Pro Latest
Pick Perceptron Mk1 for lower cost; pick Google Gemini Pro Latest only if the larger context window matters more.
Pricing data updated:
Prices normalized to USD per 1M tokens
Sample workload: 1M input + 500K output
Budget verdict
Pick Perceptron Mk1 for lower cost; pick Google Gemini Pro Latest only if the larger context window matters more.
On the standard 1M input plus 500K output workload, Perceptron Mk1 is estimated at $0.9 vs $8 for Google Gemini Pro Latest, saving $7.1 (88.8% lower).
Cost-first pickPerceptron Mk1
Context-first pickGoogle Gemini Pro Latest
Sample savings$7.188.8%
10x traffic gap$71
Google Gemini Pro Latest has more context, but Perceptron Mk1 saves $7.1 on the standard workload. At 10x that traffic, the same price gap is about $71. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
Perceptron Mk1 stays cheaper across input-heavy, balanced, and output-heavy sample workloads.
| Workload shape | Token mix | Better pick | Perceptron Mk1 | Google Gemini Pro Latest |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | Perceptron Mk1 | $1.5 | $16 |
| Balanced workload | 1M input + 1M output | Perceptron Mk1 | $1.65 | $14 |
| Output-heavy chatbot | 1M input + 5M output | Perceptron Mk1 | $7.65 | $62 |
Perceptron Mk1 is $10.5 cheaper per 1M output tokens (87.5% lower; 8x difference).
Google Gemini Pro Latest has 1.02M more context (32x larger).
Perceptron Mk1 is $7.1 cheaper on the standard workload (88.8% 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
Perceptron Mk1 has the lower input price; Perceptron Mk1 has the lower output price; Google Gemini Pro Latest offers the larger context window. For the 1M input plus 500K output sample, Perceptron Mk1 is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $0.9 for Perceptron Mk1 and $8 for Google Gemini Pro Latest.
Choose Perceptron Mk1 when you care most about lower input-token price, and lower output-token price.
Choose Google Gemini Pro Latest when you care most about larger context window.
- On the standard 1M input plus 500K output workload, Perceptron Mk1 is estimated at $0.9 vs $8 for Google Gemini Pro Latest, saving $7.1 (88.8% lower).
- Perceptron Mk1 is $7.1 cheaper on the standard workload (88.8% lower).
- Perceptron Mk1 is $1.85 cheaper per 1M input tokens (92.5% lower; 13.3x difference).
- Perceptron Mk1 is $10.5 cheaper per 1M output tokens (87.5% lower; 8x difference).
- Google Gemini Pro Latest has 1.02M more context (32x larger).
| Feature | NewPerceptron Mk1 (Perceptron) | NewGoogle Gemini Pro Latest (Google) |
|---|---|---|
| Input Price prompt tokens per 1M | $0.15 | $2 |
| Completion Price per 1M tokens | $1.5 | $12 |
| Sample Workload Cost 1M input + 500K output | $0.9 | $8 |
| Context Window | 32.77K | 1.05M |
| Release Date |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | Perceptron Mk1 | On the standard 1M input plus 500K output workload, Perceptron Mk1 is estimated at $0.9 vs $8 for Google Gemini Pro Latest, saving $7.1 (88.8% lower). |
| High-volume input processing | Perceptron Mk1 | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | Perceptron Mk1 | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | Google Gemini Pro Latest | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- Gemma 4 26B A4B (free) can replace Google Gemini Pro Latest when lower sample workload cost matters most: $0.
- Gemma 4 31B (free) can replace Google Gemini Pro Latest when lower sample workload cost matters most: $0.
- Lyria 3 Pro Preview can replace Google Gemini Pro Latest when lower sample workload cost matters most: $0.
- Lyria 3 Clip Preview can replace Google Gemini Pro Latest when lower sample workload cost matters most: $0.
- Llama 4 Scout offers 10M context with $0.23 sample workload cost.
- Grok 4.20 Multi-Agent offers 2M context with $5 sample workload cost.
- Grok 4.20 offers 2M context with $2.5 sample workload cost.
- GPT-5.4 offers 1.05M context with $10 sample workload cost.
- No popular competitor is currently available.
Cheaper alternatives
Review low-cost models sorted by a standard 1M input plus 500K output workload.
Open cheapest modelsLarger context alternatives
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Open largest context modelsProvider catalogs
Compare models within provider hubs before choosing a final API vendor.
Open provider hubsPerceptron catalog
Review all tracked Perceptron models before deciding whether this matchup is the right shortlist.
Open Perceptron modelsGoogle catalog
Check other Google models with comparable pricing, context, or release timing.
Open Google modelsPerceptron Mk1 (Mark One) is Perceptron's highest-quality vision-language model for video and embodied reasoning.** It accepts image and video inputs paired with natural language queries, and produces detailed visual understanding...
This model always redirects to the latest model in the Google Gemini Pro family.