As of August 20, 2026, MiniMax M2.7 and Solar Pro 4 have the same blended API cost at $1.50 per 1 million input plus 1 million output tokens. MiniMax M2.7 is $0.30 / $1.20 per million tokens versus Solar Pro 4 at $0.30 / $1.20. Sources: https://anotherwrapper.com/tools/llm-pricing and https://www.upstage.ai
Sources: AnotherWrapper LLM pricing (https://anotherwrapper.com/tools/llm-pricing); Upstage pricing (https://www.upstage.ai)
MiniMax M2.7
MiniMax
Input
$0.30
Output
$1.20
Solar Pro 4
Upstage
Input
$0.30
Output
$1.20
Token pricing, specs, and benchmarks side by side
MiniMax M2.7Solar Pro 4Verdict
MiniMax M2.7 offers significantly lower pricing, while Solar Pro 4 leads on benchmark performance. Your choice depends on whether cost efficiency or raw capability matters more for your use case.
As of August 20, 2026, MiniMax M2.7 is 0% cheaper on blended LLM API pricing. MiniMax M2.7 costs $0.30 per million input tokens and $1.20 per million output tokens ($1.50 blended 1M-in + 1M-out). Solar Pro 4 costs $0.30 / $1.20 per million tokens ($1.50 blended). Sources: https://anotherwrapper.com/tools/llm-pricing and https://www.upstage.ai. The cheapest LLM for your app still depends on how many output tokens you generate.
MiniMax M2.7 MiniMax API pricing is $0.30 input and $1.20 output per million tokens via MiniMax. Solar Pro 4 Upstage API pricing is $0.30 input and $1.20 output per million tokens via Upstage. Use those four numbers, not ChatGPT Plus or Claude Pro subscription prices, when you are comparing APIs.
MiniMax M2.7 leads on SWE-bench Verified: MiniMax M2.7 at 73.8% vs Solar Pro 4 at 70.6%. SWE-bench measures real GitHub fixes; LiveCodeBench measures contest programming.
MiniMax M2.7 supports a 205K token context window, while Solar Pro 4 supports 524K tokens. Solar Pro 4 offers a larger context window. Filling a larger window bills more input tokens, so the cheaper-per-million model can still cost more on long documents.
Solar Pro 4 leads on 3 of 5 shared benchmarks versus MiniMax M2.7's 2 wins. Check the comparison table for GPQA Diamond, SWE-bench, MMLU, HLE, and the other evals we track. Token price and benchmark score together are the usual LLM comparison, not either number alone.
Both MiniMax M2.7 and Solar Pro 4 are production API models. For cost-sensitive production traffic, MiniMax M2.7 has better economics on the blended 1M-in + 1M-out scale. For maximum capability, weight the benchmark table for your domain. Many production stacks route cheap models for drafts and a frontier model for the hard turn, which is usually cheaper than sending everything to the expensive API.
Yes. Call MiniMax M2.7 through MiniMax and Solar Pro 4 through Upstage with separate API keys, or through a gateway that already wraps both. Keep prompts in tokens, not characters, when you estimate the invoice. AnotherWrapper templates can swap providers without rewriting auth and billing.
List rates are the latest published MiniMax API pricing and Upstage API pricing, quoted per million tokens. Official rate sheets: https://anotherwrapper.com/tools/llm-pricing and https://www.upstage.ai. Prompt caching, batch APIs, and committed-use discounts can change the invoice. Benchmark scores are from official publications and independent evals, updated as new numbers land.
MiniMax M2.7 supports up to 197K output tokens per request, while Solar Pro 4 supports up to 131K output tokens. Output tokens are usually the expensive half of API pricing, so a higher max output cap is a capability, not a discount.
MiniMax M2.7 has a measured throughput of approximately 41.825189640339296 tokens/second. Throughput data for Solar Pro 4 is not yet available. Throughput (tokens per second) and time-to-first-token are why two models with the same per-million-token price can still feel different in chat and agents.
Use the model pickers at the top of this LLM comparison. Search any model in the index and the URL updates. Open MiniMax M2.7 or Solar Pro 4 from the sidebar for the single-model API pricing page, or go back to the LLM pricing table to sort by cheapest blended cost.
This comparison covers API pricing, context window, throughput, and benchmark scores. MiniMax M2.7 costs $0.30/M input and $1.20/M output. Solar Pro 4 costs $0.30/M input and $1.20/M output.
Rank both on the LLM leaderboard, SWE-bench, and Humanity's Last Exam.
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