Compare models
Put up to 4 models beside each other — token prices, context windows, capabilities and provider, from the same catalogue the model pages read.
- MiniMax M2MiniMaxRemove
- Perceptron Mk1.5PerceptronRemove
- GPT-6 Sol ProOpenAIRemove
- GPT-6.1 SolOpenAIRemove
4 is the maximum. Remove one to add another.
| Attribute | MiniMax M2minimax-m2 | Perceptron Mk1.5perceptron-mk1.5 | GPT-6 Sol Progpt-6-sol-pro | GPT-6.1 Solgpt-6.1-sol |
|---|---|---|---|---|
| Pricing | ||||
| Input | $0.15 / 1M | $0.15 / 1M | $2.00 / 1M | $2.00 / 1M |
| Output | $0.45 / 1M | $1.50 / 1M | $10.00 / 1M | $10.00 / 1M |
| Cache Write (5m) | $0.15 / 1M | $0.15 / 1M | $2.00 / 1M | $2.00 / 1M |
| Cache Write (1h) | $0.15 / 1M | $0.15 / 1M | $2.00 / 1M | $2.00 / 1M |
| Cache Read | $0.15 / 1M | $0.15 / 1M | $2.00 / 1M | $2.00 / 1M |
| Web Search | $0 / 1M | $0 / 1M | $0 / 1M | $0 / 1M |
| Context | ||||
| Max context | 196.6K | 36.9K | 1.1M | 1M |
| Max output | N/A | N/A | N/A | N/A |
| Capabilities | ||||
| Vision | Yes | No | Yes | Yes |
| Function Calling | Yes | No | Yes | Yes |
| JSON Mode | Yes | No | Yes | Yes |
| Streaming | Yes | Yes | Yes | Yes |
| Catalogue | ||||
| Provider | MiniMax | Perceptron | OpenAI | OpenAI |
| Category | chat | chat | chat | chat |
| Charge type | Pay As You Go | Pay As You Go | Pay As You Go | Pay As You Go |
| Released | — | 2026-09-25 | — | — |
| Description | ||||
| Summary | MiniMax-M2 is a compact, high-efficiency model with 10B active (230B total) parameters, optimized for coding and agentic workflows. It delivers near-frontier reasoning and tool use, excels at multi-file coding tasks and compile-run-fix loops, and performs strongly on benchmarks like SWE-Bench and Terminal-Bench. It also handles long-horizon planning and recovery in agent evaluations, ranking among the top open models across reasoning domains. With fast inference and low cost, it’s ideal for large-scale agents and developer assistants — and works best when reasoning is preserved across turns. | Perceptron Mk1.5 chat model that accepts audio input. Audio and text input are billed per token. | GPT-6 Sol Pro uses the same underlying model as GPT-6 Sol, but runs with reasoning.mode set to pro for higher-quality responses on complex and demanding tasks. Optimized for deeper reasoning, greater accuracy, and more reliable multi-step execution, it is particularly well suited for agentic coding, long-horizon software engineering, professional analysis, and complex automated workflows where solution quality takes priority over latency and cost. | GPT-6.1 Sol is an upgraded high-end model in OpenAI's GPT-6 series, positioned below the flagship GPT-6 Astra. It is optimized for agentic coding, computer use, document-heavy professional work, and multi-step business automation, delivering near-Astra-level capability at significantly lower cost. Compared with GPT-6 Sol, it offers improved factual reliability and stronger adherence to explicit constraints and user intent, making it well suited for complex, long-running agentic workflows where accurate and dependable execution is critical. |