Gemini 2.5 Pro Computer Use Preview vs Llama 3.3 70B
Gemini 2.5 Pro Computer Use Preview (2025) and Llama 3.3 70B (2025) are compact production models from Google DeepMind and AI at Meta. Gemini 2.5 Pro Computer Use Preview ships a 1.048576M-token context window, while Llama 3.3 70B ships a 8K-token context window. On pricing, Llama 3.3 70B costs $0.9/1M input tokens versus $1.25/1M for the alternative. This comparison covers specs, pricing, capabilities, benchmarks, provider availability, and production fit.
Gemini 2.5 Pro Computer Use Preview fits 131x more tokens; pick it for long-context work and Llama 3.3 70B for tighter calls.
Decision scorecard
Local evidence first| Signal | Gemini 2.5 Pro Computer Use Preview | Llama 3.3 70B |
|---|---|---|
| Decision fit | RAG, Agents, and Long context | Agents, Vision, and Classification |
| Context window | 1.048576M | 8K |
| Cheapest output | $10/1M tokens | $0.9/1M tokens |
| Provider routes | 2 tracked | 1 tracked |
| Shared benchmarks | 0 rows | 0 rows |
Decision tradeoffs
- Gemini 2.5 Pro Computer Use Preview has the larger context window for long prompts, retrieval packs, or transcript analysis.
- Gemini 2.5 Pro Computer Use Preview has broader tracked provider coverage for fallback and procurement flexibility.
- Gemini 2.5 Pro Computer Use Preview uniquely exposes Structured outputs in local model data.
- Local decision data tags Gemini 2.5 Pro Computer Use Preview for RAG, Agents, and Long context.
- Llama 3.3 70B has the lower cheapest tracked output price at $0.9/1M tokens.
- Local decision data tags Llama 3.3 70B for Agents, Vision, and Classification.
Monthly cost at traffic
Estimate token spend from the cheapest tracked input and output prices on this page.
Gemini 2.5 Pro Computer Use Preview
$3,500
Cheapest tracked route: Google AI Studio
Llama 3.3 70B
$945
Cheapest tracked route: Fireworks AI
Estimated monthly gap: $2,555. Batch, cache, and negotiated pricing are excluded from this local estimate.
Switch friction
- No overlapping tracked provider route is sourced for Gemini 2.5 Pro Computer Use Preview and Llama 3.3 70B; plan for SDK, billing, or endpoint changes.
- Llama 3.3 70B is $9.1/1M tokens lower on cheapest tracked output pricing before cache, batch, or negotiated discounts.
- Check replacement coverage for Structured outputs before moving production traffic.
- No overlapping tracked provider route is sourced for Llama 3.3 70B and Gemini 2.5 Pro Computer Use Preview; plan for SDK, billing, or endpoint changes.
- Gemini 2.5 Pro Computer Use Preview is $9.1/1M tokens higher on cheapest tracked output pricing, so quality gains need to justify the spend.
- Gemini 2.5 Pro Computer Use Preview adds Structured outputs in local capability data.
Specs
| Specification | ||
|---|---|---|
| Released | 2025-10-01 | 2025-12-09 |
| Context window | 1.048576M | 8K |
| Parameters | — | 70B |
| Architecture | decoder only | decoder only |
| License | Proprietary | True |
| Knowledge cutoff | 2025-01 | 2024-12 |
Pricing and availability
| Pricing attribute | Gemini 2.5 Pro Computer Use Preview | Llama 3.3 70B |
|---|---|---|
| Input price | $1.25/1M tokens | $0.9/1M tokens |
| Output price | $10/1M tokens | $0.9/1M tokens |
| Providers |
Capabilities
| Capability | Gemini 2.5 Pro Computer Use Preview | Llama 3.3 70B |
|---|---|---|
| Vision | Yes | Yes |
| Multimodal | Yes | Yes |
| Reasoning | No | No |
| Function calling | Yes | Yes |
| Tool use | Yes | Yes |
| Structured outputs | Yes | No |
| Code execution | No | No |
Benchmarks
No shared benchmark rows are currently sourced for this pair.
Deep dive
The capability footprint differs most on structured outputs: Gemini 2.5 Pro Computer Use Preview. Both models share vision, multimodal input, function calling, and tool use, so the practical split is not just feature count. Use those differences to decide whether the page is about raw model quality, agentic coding support, multimodal ingestion, or predictable structured API behavior.
For cost, Gemini 2.5 Pro Computer Use Preview lists $1.25/1M input and $10/1M output tokens, while Llama 3.3 70B lists $0.9/1M input and $0.9/1M output tokens on the cheapest tracked provider. A 70/30 input-output blend puts Llama 3.3 70B lower by about $2.98 per million blended tokens. Availability is 2 providers versus 1, so concentration risk also matters.
Choose Gemini 2.5 Pro Computer Use Preview when long-context analysis, larger context windows, and broader provider choice are central to the workload. Choose Llama 3.3 70B when vision-heavy evaluation and lower input-token cost are more important. For production, rerun your own prompts through the exact provider, region, and tool stack you plan to ship. This keeps the decision grounded in measurable tradeoffs instead of brand-level assumptions.
FAQ
Which has a larger context window, Gemini 2.5 Pro Computer Use Preview or Llama 3.3 70B?
Gemini 2.5 Pro Computer Use Preview supports 1.048576M tokens, while Llama 3.3 70B supports 8K tokens. That gap matters most for long documents, large codebases, retrieval-heavy agents, and conversations where earlier context must remain visible.
Which is cheaper, Gemini 2.5 Pro Computer Use Preview or Llama 3.3 70B?
Llama 3.3 70B is cheaper on tracked token pricing. Gemini 2.5 Pro Computer Use Preview costs $1.25/1M input and $10/1M output tokens. Llama 3.3 70B costs $0.9/1M input and $0.9/1M output tokens. Provider discounts or batch pricing can still change the final bill.
Is Gemini 2.5 Pro Computer Use Preview or Llama 3.3 70B open source?
Gemini 2.5 Pro Computer Use Preview is listed under Proprietary. Llama 3.3 70B is listed under True. License labels affect whether you can self-host, redistribute weights, or rely only on hosted APIs, so confirm the upstream license before deployment.
Which is better for vision, Gemini 2.5 Pro Computer Use Preview or Llama 3.3 70B?
Both Gemini 2.5 Pro Computer Use Preview and Llama 3.3 70B expose vision. The better choice depends on benchmark fit, context budget, pricing, and whether your provider route exposes the same capability surface.
Which is better for multimodal input, Gemini 2.5 Pro Computer Use Preview or Llama 3.3 70B?
Both Gemini 2.5 Pro Computer Use Preview and Llama 3.3 70B expose multimodal input. The better choice depends on benchmark fit, context budget, pricing, and whether your provider route exposes the same capability surface.
Where can I run Gemini 2.5 Pro Computer Use Preview and Llama 3.3 70B?
Gemini 2.5 Pro Computer Use Preview is available on Google AI Studio and GCP Vertex AI. Llama 3.3 70B is available on Fireworks AI. Provider coverage can affect latency, region availability, compliance posture, and fallback options.
Continue comparing
Last reviewed: 2026-05-11. Data sourced from public model cards and provider documentation.