Gemini 3.1 Flash Image Preview vs Llama 3.1 8B (Groq): API Cost Comparison
Compare the API pricing, context windows, features, and real-world cost projections for Gemini 3.1 Flash Image Preview (Google) and Llama 3.1 8B (Groq) (Groq). Use the interactive calculator below to compute your exact monthly cost based on your token usage and request volume.
Prices verified Mar 27, 2026
Interactive Cost Calculator
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Showing costs for 2 models. Cheapest: Llama 3.1 8B (Groq) at $0.90/month.
| Alert | |||||||
|---|---|---|---|---|---|---|---|
BestLlama 3.1 8B (Groq) | Groq | $0.90 | $0.000090 | $0.50 | $0.40 | 95.5% | Alerts coming soon |
Gemini 3.1 Flash Image Preview | $20.00 | $0.002000 | $5.00 | $15.00 | — | Alerts coming soon |
Monthly Cost Comparison
Price Comparison at a Glance
All prices are in USD per 1 million tokens ($/M tokens). Lower is cheaper.
| Pricing Type | Gemini 3.1 Flash Image Preview | Llama 3.1 8B (Groq) | Cheaper |
|---|---|---|---|
| Input (standard) | $0.50/M | $0.05/M | Llama 3.1 8B (Groq) |
| Output | $3.00/M | $0.08/M | Llama 3.1 8B (Groq) |
Prices last verified: 2026-03-06 – 2026-03-27
Cost Breakdown by Usage Volume
Estimated monthly costs at different request volumes, assuming 1,000 input tokens and 500 output tokens per request. Adjust in the calculator above for your specific use case.
| Volume | Gemini 3.1 Flash Image PreviewMonthly | Llama 3.1 8B (Groq)Monthly | Gemini 3.1 Flash Image PreviewPer request | Llama 3.1 8B (Groq)Per request |
|---|---|---|---|---|
| 1K requests/mo | $2.00 | $0.09 | $0.002000 | $0.000090 |
| 10K requests/mo | $20.00 | $0.90 | $0.002000 | $0.000090 |
| 100K requests/mo | $200.00 | $9.00 | $0.002000 | $0.000090 |
| 1M requests/mo | $2,000.00 | $90.00 | $0.002000 | $0.000090 |
Green values indicate the lower-cost option at each volume tier. Cost per request is calculated at 1,000 input + 500 output tokens using standard (non-batch, non-cached) pricing.
Price History
Input price per 1M tokensWhen to Choose Gemini 3.1 Flash Image Preview
by Google
- General chatbot
Input / 1M tokens
$0.50/M
Output / 1M tokens
$3.00/M
Context window
65,536
Tier
budget
When to Choose Llama 3.1 8B (Groq)
by Groq
- Text classification
- Customer support
Input / 1M tokens
$0.05/M
Output / 1M tokens
$0.08/M
Context window
131,072
Tier
budget
Key Differences Beyond Price
Cost is only one factor in choosing an AI model. Context window size, rate limits, supported features, and latency all affect whether a model fits your use case.
| Capability | Gemini 3.1 Flash Image Preview | Llama 3.1 8B (Groq) |
|---|---|---|
| Context window | 65,536 tokens | 131,072 tokens |
| Max output tokens | 65,536 tokens | 8,000 tokens |
| Performance tier | Budget | Budget |
| Vision / image input | Yes | No |
| Function calling | Yes | Yes |
| JSON mode | Yes | Yes |
| Prompt caching | No | No |
| Batch API (50% discount) | No | No |
| Extended reasoning | No | No |
| Fine-tuning | No | No |
| Rate limit (req/min) | Not published | 30 |
Llama 3.1 8B (Groq) notes
Extremely low cost. Best for latency-sensitive high-volume simple tasks.
Frequently Asked Questions
Is Gemini 3.1 Flash Image Preview cheaper than Llama 3.1 8B (Groq)?
At standard usage (1,000 input tokens, 500 output tokens, 100,000 requests/month), Llama 3.1 8B (Groq) costs $9.00/month versus $200.00/month for Gemini 3.1 Flash Image Preview — a 96% saving. Your actual savings will vary based on your token profile; output-heavy workloads amplify differences in output pricing.
Which model has a larger context window, Gemini 3.1 Flash Image Preview or Llama 3.1 8B (Groq)?
Llama 3.1 8B (Groq) has a larger context window at 131,072 tokens, compared to 65,536 tokens for Gemini 3.1 Flash Image Preview. A larger context window is important for processing long documents, multi-turn conversations, or large codebases without truncation.
Do Gemini 3.1 Flash Image Preview and Llama 3.1 8B (Groq) support the Batch API?
Neither Gemini 3.1 Flash Image Preview nor Llama 3.1 8B (Groq) currently supports a batch API with discounted pricing. For batch-eligible alternatives, consider models from OpenAI, Anthropic, or Google that include batch API support.
Which model offers better prompt caching?
Neither Gemini 3.1 Flash Image Preview nor Llama 3.1 8B (Groq) currently supports prompt caching. For prompt-caching capable alternatives, consider Claude models from Anthropic or GPT-4o from OpenAI.
What are the best use cases for Gemini 3.1 Flash Image Preview vs Llama 3.1 8B (Groq)?
Gemini 3.1 Flash Image Preview is best suited for General chatbot, while Llama 3.1 8B (Groq) is optimized for Text classification, Customer support. Choose based on which use case matches your primary workload — and validate with the cost calculator above to confirm the total monthly spend fits your budget.
What is the cost per request for Gemini 3.1 Flash Image Preview vs Llama 3.1 8B (Groq)?
At 1,000 input tokens and 500 output tokens per request — a typical conversational workload — Gemini 3.1 Flash Image Preview costs $0.002000 per request and Llama 3.1 8B (Groq) costs $0.000090 per request. At 100,000 requests/month, that translates to $200.00 and $9.00 respectively. Use the interactive calculator to adjust these parameters for your actual workload.
Gemini 3.1 Flash Image Preview vs Llama 3.1 8B (Groq): Summary
When comparing Gemini 3.1 Flash Image Preview and Llama 3.1 8B (Groq) for API cost, the right choice depends on your workload's token profile, required features, and tolerance for latency. Llama 3.1 8B (Groq) offers lower total cost at standard usage volumes (1,000 input + 500 output tokens per request at 100,000 requests/month) at $9.00/month, compared to $200.00/month for Gemini 3.1 Flash Image Preview.
Both models are priced in USD per million tokens, the standard unit across all major AI API providers. Gemini 3.1 Flash Image Preview charges $0.50/M for input tokens and $3.00/M for output tokens. Llama 3.1 8B (Groq) charges $0.05/M input and $0.08/M output. If your workload is output-heavy (more tokens generated than consumed as input), the model with the lower output price compounds cost savings significantly at scale.
Context window capacity differs between the two: Llama 3.1 8B (Groq) supports up to 131,072 tokens in a single request, versus 65,536 tokens for Gemini 3.1 Flash Image Preview. A larger context window is essential for document summarization, large codebase analysis, and multi-document retrieval-augmented generation (RAG) applications.
Use the interactive calculator at the top of this page to enter your actual token usage and monthly request volume for a precise cost comparison tailored to your workload. Adjust for batch API discounts and prompt caching to find the most cost-effective option for your specific deployment.
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Relevant Use Cases
See cost recommendations for workloads where Gemini 3.1 Flash Image Preview or Llama 3.1 8B (Groq) is recommended.