Gemini 3.8 Live Extended Thinking vs Llama 3.1 8B
Pricing verdict: Gemini 3.8 Live Extended Thinking vs Llama 3.1 8B: Llama 3.1 8B is cheaper for input-heavy usage ($0.18/M vs $0.75/M input tokens), while Gemini 3.8 Live Extended Thinking is better for long-context tasks (131,072 tokens).
Direct answer: choose Llama 3.1 8B for lower token spend and choose Gemini 3.8 Live Extended Thinking when your workload needs longer context.
Compare API pricing, input and output token costs, context windows, and monthly estimates on one page so you can pick the right model fast.
Cost Comparison (1000 input + 500 output tokens, 100 requests/day)
Gemini 3.8 Live Extended Thinking
Llama 3.1 8B
Cost Differences
Llama 3.1 8B costs less than Gemini 3.8 Live Extended Thinking
Quick Recommendation
Winner for direct API pricing: Llama 3.1 8B. At the default workload, Llama 3.1 8B saves about $8.19/month ($99.645/year) versus Gemini 3.8 Live Extended Thinking.
Feature Comparison
| Feature | Gemini 3.8 Live Extended Thinking | Llama 3.1 8B |
|---|---|---|
| Provider | Meta (via Together AI) | |
| Input Price | $0.75/1M tokens | $0.18/1M tokens |
| Output Price | $4.50/1M tokens | $0.18/1M tokens |
| Context Window | 131,072 tokens | 128,000 tokens |
| Max Output | 65,536 tokens | 32,768 tokens |
| Category | reasoning | efficient |
| Capabilities | textvisionaudiovideoreasoningstreaming | textcode |
| Release Date | 9/15/2026 | 7/23/2024 |
Gemini 3.8 Live Extended Thinking vs Llama 3.1 8B: Which Should You Choose?
Choosing between Gemini 3.8 Live Extended Thinking and Llama 3.1 8B depends on your priorities: cost efficiency, context length, or raw capability. Llama 3.1 8B is the more affordable option at $0.18/1M input tokens — 76% cheaper than Gemini 3.8 Live Extended Thinking. Meanwhile, Gemini 3.8 Live Extended Thinking offers a significantly larger context window at 131,072 tokens vs 128,000 for Llama 3.1 8B.
These models come from different providers — Google and Meta (via Together AI) — which means different API ecosystems, SDKs, rate limits, and terms of service. If you're already integrated with Google, switching to Meta (via Together AI)involves migration effort beyond just pricing. Factor in your existing infrastructure when deciding.
These models target different tiers: Gemini 3.8 Live Extended Thinking is a reasoning model while Llama 3.1 8B is efficient. This means they're optimized for different workloads. Gemini 3.8 Live Extended Thinking is built for complex tasks that require deeper reasoning, while Llama 3.1 8B offers better value for routine operations.
Output costs matter too. Gemini 3.8 Live Extended Thinking charges $4.50/1M output tokens vs $0.18 for Llama 3.1 8B. For generation-heavy workloads (content creation, code generation, summarization), output pricing often dominates your bill. Llama 3.1 8B has the edge here at $0.18/1M output tokens.
Multimodal capabilities: Gemini 3.8 Live Extended Thinking supports vision (image inputs) while Llama 3.1 8B is text-only. If your application needs image understanding, this narrows your choice.
Best Use Cases
Choose Gemini 3.8 Live Extended Thinking when:
- • You need a larger context window (131,072 tokens)
- • You need more capabilities (vision, audio, video, reasoning, streaming)
- • You need longer outputs (up to 65,536 tokens)
- • You're already using Google's API ecosystem
Choose Llama 3.1 8B when:
- • Budget is a primary concern
- • You're already using Meta (via Together AI)'s API ecosystem
- • You're running high-volume, latency-sensitive workloads
Pros and Caveats at a Glance
Gemini 3.8 Live Extended Thinking
- • Input pricing: $0.75/M tokens
- • Output pricing: $4.50/M tokens
- • Context window: 131,072 tokens
- • Max output: 65,536 tokens
Watch out for
- • Higher input cost than Llama 3.1 8B
- • Higher output cost than Llama 3.1 8B
Llama 3.1 8B
- • Input pricing: $0.18/M tokens
- • Output pricing: $0.18/M tokens
- • Context window: 128,000 tokens
- • Max output: 32,768 tokens
Watch out for
- • Smaller context window than Gemini 3.8 Live Extended Thinking
Try Different Scenarios
Use the calculator below to see how costs change with different usage patterns
Gemini 3.8 Live Extended Thinking (Google)
Llama 3.1 8B (Meta (via Together AI))
Start using Gemini 3.8 Live Extended Thinking today
Sign Up for Google →Start using Llama 3.1 8B today
Sign Up for Meta (via Together AI) →Frequently Asked Questions
Which is cheaper, Gemini 3.8 Live Extended Thinking or Llama 3.1 8B?▼
What is the context window difference between Gemini 3.8 Live Extended Thinking and Llama 3.1 8B?▼
Which model is better for AI Chatbot?▼
Which model has better overall pricing for heavy usage?▼
Where can I compare Google and Meta (via Together AI) API pricing beyond this model matchup?▼
Related Comparisons
Related Articles
Learn when to pick each model, then compare live pricing scenarios.