Together AI - Llama 3 8B Lite vs MiMo-V2.5-Pro
Together AI - Llama 3 8B Lite (2025) and MiMo-V2.5-Pro (2026) compare a standalone API model against a coding-specialized model. Together AI - Llama 3 8B Lite ships a 8K-token context window, while MiMo-V2.5-Pro ships a 1M-token context window. On pricing, Together AI - Llama 3 8B Lite costs $0.10/1M input tokens versus $0.43/1M for the alternative. This page treats the result as workflow and deployment fit, not a universal model winner.
Treat this as a product-type comparison: Together AI - Llama 3 8B Lite is standalone API model, while MiMo-V2.5-Pro is coding-specialized model. Choose based on workflow fit before reading any benchmark or price row as decisive.
Decision scorecard
Local evidence first| Signal | Together AI - Llama 3 8B Lite | MiMo-V2.5-Pro |
|---|---|---|
| Product type | Standalone API model | Coding-specialized model |
| Best for | tool-calling agents | custom coding agents, code generation, and tool loops |
| Decision fit | Agents, Classification, and JSON / Tool use | Coding, RAG, and Agents |
| Context window | 8K | 1M |
| Cheapest output | $0.10/1M tokens | $0.87/1M tokens |
| Provider routes | 1 tracked | 3 tracked |
| Shared benchmarks | 0 shared | 0 shared |
Decision tradeoffs
- Together AI - Llama 3 8B Lite has the lower cheapest tracked output price at $0.10/1M tokens.
- Local decision data tags Together AI - Llama 3 8B Lite for Agents, Classification, and JSON / Tool use.
- MiMo-V2.5-Pro has the larger context window for long prompts, retrieval packs, or transcript analysis.
- MiMo-V2.5-Pro has broader tracked provider coverage for fallback and route flexibility.
- Local decision data tags MiMo-V2.5-Pro for Coding, RAG, and Agents.
Monthly cost at traffic
Estimate token spend from the cheapest tracked input and output route or tier on this page.
Together AI - Llama 3 8B Lite
$105
Cheapest tracked route/tier: Together AI
MiMo-V2.5-Pro
$566
Cheapest tracked route/tier: OpenRouter
Estimated monthly gap: $461. Batch, cache, alternate speed tiers, and negotiated pricing are excluded from this local estimate.
Switch friction
- No overlapping tracked provider route is sourced for Together AI - Llama 3 8B Lite and MiMo-V2.5-Pro; plan for SDK, billing, or endpoint changes.
- MiMo-V2.5-Pro is $0.77/1M tokens higher on cheapest tracked output pricing, so quality gains need to justify the spend.
- No overlapping tracked provider route is sourced for MiMo-V2.5-Pro and Together AI - Llama 3 8B Lite; plan for SDK, billing, or endpoint changes.
- Together AI - Llama 3 8B Lite is $0.77/1M tokens lower on cheapest tracked output pricing before cache, batch, or negotiated discounts.
Specs
| Specification | ||
|---|---|---|
| Released | 2025-07-15 | 2026-04-22 |
| Context window | 8K | 1M |
| Parameters | 8B | 1T |
| Architecture | Decoder Only | Mixture of Experts |
| License | Llama 3 Community | Proprietary |
| Openness | Open weights | Proprietary |
| Weights | Unknown | Not released |
| Code | Unknown | Unknown |
| Commercial use | Restricted | Restricted |
| Knowledge cutoff | 2024-03 | - |
Pricing and availability
| Pricing attribute | Together AI - Llama 3 8B Lite | MiMo-V2.5-Pro |
|---|---|---|
| Input price | $0.10/1M tokens | $0.43/1M tokens |
| Output price | $0.10/1M tokens | $0.87/1M tokens |
| Providers |
Capabilities
| Capability | Together AI - Llama 3 8B Lite | MiMo-V2.5-Pro |
|---|---|---|
| Vision | No | No |
| Multimodal | No | No |
| Reasoning | No | No |
| JSON / Tool use | Yes | Yes |
| Structured outputs | Yes | Yes |
| Code execution | No | No |
| IDE integration | No | No |
| Computer use | No | No |
| Parallel agents | No | No |
Benchmarks
No shared benchmark scores are currently available for this pair.
Deep dive
The capability footprint is close: both models cover JSON / Tool use, and structured outputs. That makes context budget, benchmark fit, and provider maturity more important than a simple checklist. If your application depends on one integration detail, verify it against the provider route you plan to use, not just the base model listing.
For cost, Together AI - Llama 3 8B Lite lists $0.10/1M input and $0.10/1M output tokens on the cheapest tracked provider, while MiMo-V2.5-Pro lists $0.43/1M input and $0.87/1M output tokens on the cheapest tracked provider. A 70/30 input-output blend puts Together AI - Llama 3 8B Lite lower by about $0.47 per million blended tokens. Availability is 1 providers versus 3, so concentration risk also matters.
Choose Together AI - Llama 3 8B Lite when provider fit and lower input-token cost are central to the workload. Choose MiMo-V2.5-Pro when coding workflow support, larger context windows, and broader provider choice 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, Together AI - Llama 3 8B Lite or MiMo-V2.5-Pro?
MiMo-V2.5-Pro supports 1M tokens, while Together AI - Llama 3 8B Lite 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, Together AI - Llama 3 8B Lite or MiMo-V2.5-Pro?
Together AI - Llama 3 8B Lite is cheaper on tracked token pricing. Together AI - Llama 3 8B Lite costs $0.10/1M input and $0.10/1M output tokens. MiMo-V2.5-Pro costs $0.43/1M input and $0.87/1M output tokens. Provider discounts or batch pricing can still change the final bill.
Is Together AI - Llama 3 8B Lite or MiMo-V2.5-Pro open source?
Together AI - Llama 3 8B Lite is listed under Llama 3 Community. MiMo-V2.5-Pro is listed under Proprietary. 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 JSON / Tool use, Together AI - Llama 3 8B Lite or MiMo-V2.5-Pro?
Both Together AI - Llama 3 8B Lite and MiMo-V2.5-Pro expose JSON / Tool use. The better choice depends on benchmark fit, context budget, pricing, and whether your provider route exposes the same capability surface.
Which is better for JSON / Tool use, Together AI - Llama 3 8B Lite or MiMo-V2.5-Pro?
Both Together AI - Llama 3 8B Lite and MiMo-V2.5-Pro expose JSON / Tool use. The better choice depends on benchmark fit, context budget, pricing, and whether your provider route exposes the same capability surface.
Where can I run Together AI - Llama 3 8B Lite and MiMo-V2.5-Pro?
Together AI - Llama 3 8B Lite is available on Together AI. MiMo-V2.5-Pro is available on OpenRouter, Xiaomi, and Novita AI. Provider coverage can affect latency, region availability, compliance posture, and fallback options.
Continue comparing
- Code Davinci 001 vs Together AI - Llama 3 8B Lite
- Llama 3 Taiwan 70B Instruct vs MiMo-V2.5-Pro
- GLM-5.1 vs MiMo-V2.5-Pro
- Claude Sonnet 4.6 vs MiMo-V2.5-Pro
- Codex Mini Latest vs MiMo-V2.5-Pro
- GLM-5 vs MiMo-V2.5-Pro
- Claude Opus 4.7 vs MiMo-V2.5-Pro
- Claude Opus 4.6 vs MiMo-V2.5-Pro
- Claude Mythos Preview vs MiMo-V2.5-Pro
Popular comparisons for Together AI - Llama 3 8B Lite
Popular comparisons for MiMo-V2.5-Pro
Last reviewed: 2026-10-20. Data sourced from public model cards and provider documentation.