Grok-3 vs Grok 4.2
Grok-3 (2025) and Grok 4.2 (2026) are frontier reasoning models from xAI. Grok-3 ships a 1M-token context window, while Grok 4.2 ships a not-yet-sourced context window. This comparison covers specs, pricing, capabilities, benchmarks, provider availability, and production fit. It focuses on practical selection signals rather than broad model-family marketing. The goal is to make the tradeoff clear before deeper testing.
Grok 4.2 is safer overall; choose Grok-3 when reasoning depth matters.
Decision scorecard
Local evidence first| Signal | Grok-3 | Grok 4.2 |
|---|---|---|
| Decision fit | Coding, RAG, and Agents | General |
| Context window | 1M | — |
| Cheapest output | $2.4/1M tokens | - |
| Provider routes | 4 tracked | 0 tracked |
| Shared benchmarks | 0 rows | 0 rows |
Decision tradeoffs
- Grok-3 has the larger context window for long prompts, retrieval packs, or transcript analysis.
- Grok-3 has broader tracked provider coverage for fallback and procurement flexibility.
- Grok-3 uniquely exposes Vision, Multimodal, and Reasoning in local model data.
- Local decision data tags Grok-3 for Coding, RAG, and Agents.
- Use Grok 4.2 when your own prompt tests beat the comparison signals; the local data does not show a decisive standalone advantage yet.
Monthly cost at traffic
Estimate token spend from the cheapest tracked input and output prices on this page.
Grok-3
$1,240
Cheapest tracked route: Chutes AI
Grok 4.2
Unavailable
No complete token price in local provider data
Cost delta unavailable until both models have sourced input and output token prices.
Switch friction
- No overlapping tracked provider route is sourced for Grok-3 and Grok 4.2; plan for SDK, billing, or endpoint changes.
- Check replacement coverage for Vision, Multimodal, and Reasoning before moving production traffic.
- No overlapping tracked provider route is sourced for Grok 4.2 and Grok-3; plan for SDK, billing, or endpoint changes.
- Grok-3 adds Vision, Multimodal, and Reasoning in local capability data.
Specs
Pricing and availability
| Pricing attribute | Grok-3 | Grok 4.2 |
|---|---|---|
| Input price | $0.8/1M tokens | - |
| Output price | $2.4/1M tokens | - |
| Providers | - |
Capabilities
| Capability | Grok-3 | Grok 4.2 |
|---|---|---|
| Vision | Yes | No |
| Multimodal | Yes | No |
| Reasoning | Yes | No |
| Function calling | Yes | No |
| Tool use | Yes | No |
| 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 vision: Grok-3, multimodal input: Grok-3, reasoning mode: Grok-3, function calling: Grok-3, tool use: Grok-3, and structured outputs: Grok-3. Both models share the core language-model surface, 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.
Pricing coverage is uneven: Grok-3 has $0.8/1M input tokens and Grok 4.2 has no token price sourced yet. Provider availability is 4 tracked routes versus 0. Treat unknown pricing as an integration gap, then verify the route you will actually call before estimating production spend.
Choose Grok-3 when reasoning depth and broader provider choice are central to the workload. Choose Grok 4.2 when provider fit 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. It also helps separate model capability from provider packaging, which can change cost and latency. For teams standardizing a stack, that distinction is often the difference between a benchmark win and a reliable deployment.
FAQ
Is Grok-3 or Grok 4.2 open source?
Grok-3 is listed under Proprietary. Grok 4.2 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 vision, Grok-3 or Grok 4.2?
Grok-3 has the clearer documented vision signal in this comparison. If vision is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ. Use this as a quick comparison signal, then confirm the provider-specific limits before committing to production.
Which is better for multimodal input, Grok-3 or Grok 4.2?
Grok-3 has the clearer documented multimodal input signal in this comparison. If multimodal input is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ.
Which is better for reasoning mode, Grok-3 or Grok 4.2?
Grok-3 has the clearer documented reasoning mode signal in this comparison. If reasoning mode is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ.
Which is better for function calling, Grok-3 or Grok 4.2?
Grok-3 has the clearer documented function calling signal in this comparison. If function calling is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ.
Where can I run Grok-3 and Grok 4.2?
Grok-3 is available on OpenRouter, xAI Console, Chutes AI, and Microsoft Foundry. Grok 4.2 is available on the tracked providers still being sourced. Provider coverage can affect latency, region availability, compliance posture, and fallback options.
Continue comparing
Last reviewed: 2026-05-16. Data sourced from public model cards and provider documentation.