LLM Reference

MiniMax M3 vs Qwen3.7-Max

MiniMax M3 (2026) and Qwen3.7-Max (2026) are frontier-tier reasoning models from MiniMax and Alibaba. MiniMax M3 ships a 1m-token context window, while Qwen3.7-Max ships a 1m-token context window. On SWE-bench Verified, MiniMax M3 leads by 0.1 pts. On pricing, MiniMax M3 ranges from $0.30 to $0.60/1M input tokens by tier; Qwen3.7-Max costs $1.25/1M input tokens. This comparison covers specs, pricing, API access, capabilities, benchmarks, input and output token costs, and production fit for coding and agent workloads.

MiniMax M3 is safer overall; choose Qwen3.7-Max when coding workflow support matters.

Decision scorecard

Local evidence first
SignalMiniMax M3Qwen3.7-Max
Best forreasoning-heavy apps, multimodal apps, and tool-calling agentsreasoning-heavy apps, tool-calling agents, and long-context analysis
Decision fitCoding, RAG, and AgentsCoding, RAG, and Agents
Context window1m1m
Cheapest output$1.20/1M tokens$3.75/1M tokens
Provider routes2 tracked4 tracked
Shared benchmarksSWE-bench Verified leader6 shared

Decision tradeoffs

Choose MiniMax M3 when...
  • MiniMax M3 holds a shared-benchmark lead on SWE-bench Verified, ahead by 0.1 points.
  • MiniMax M3 has the lower cheapest tracked output price at $1.20/1M tokens.
  • MiniMax M3 uniquely exposes Vision and Multimodal in local model data.
  • Local decision data tags MiniMax M3 for Coding, RAG, and Agents.
Choose Qwen3.7-Max when...
  • Qwen3.7-Max holds a shared-benchmark lead on SWE-bench Pro, ahead by 1.6 points.
  • Qwen3.7-Max has broader tracked provider coverage for fallback and route flexibility.
  • Local decision data tags Qwen3.7-Max 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.

Lower estimate MiniMax M3

MiniMax M3

$540

Cheapest tracked route/tier: MiniMax <=512K input tokens (standard)

Qwen3.7-Max

$1,938

Cheapest tracked route/tier: Novita AI

Estimated monthly gap: $1,398. Batch, cache, alternate speed tiers, and negotiated pricing are excluded from this local estimate.

Switch friction

MiniMax M3 -> Qwen3.7-Max
  • Provider overlap exists on OpenRouter; start route-level A/B tests there.
  • Qwen3.7-Max is $2.55/1M tokens higher on cheapest tracked output pricing, so quality gains need to justify the spend.
  • Check replacement coverage for Vision and Multimodal before moving production traffic.
Qwen3.7-Max -> MiniMax M3
  • Provider overlap exists on OpenRouter; start route-level A/B tests there.
  • MiniMax M3 is $2.55/1M tokens lower on cheapest tracked output pricing before cache, batch, or negotiated discounts.
  • MiniMax M3 adds Vision and Multimodal in local capability data.

Specs

Specification
Released2026-06-012026-05-19
Context window1m1m
Parameters
ArchitectureDecoder OnlyDecoder Only
LicenseMiniMax Community LicenseProprietary
OpennessOpen weightsProprietary
WeightsAvailableNot released
CodeAvailable·MITOSI-approvedUnknown
Commercial useCommercial use: conditionalCommercial use: conditional
Knowledge cutoff--

Pricing and availability

Pricing attributeMiniMax M3Qwen3.7-Max
Input price
<=512K input tokens (standard)
$0.30/1M tokens
Permanent standard-tier price for <=512K input tokens; cache_read stores this tier's $0.06/M cache-read price.
>512K input tokens
$0.60/1M tokens
Long-context tier for inputs above 512K; cache-read price is $0.12/M per MiniMax pricing docs.
$1.25/1M tokens
Output price
<=512K input tokens (standard)
$1.20/1M tokens
Permanent standard-tier price for <=512K input tokens; cache_read stores this tier's $0.06/M cache-read price.
>512K input tokens
$2.40/1M tokens
Long-context tier for inputs above 512K; cache-read price is $0.12/M per MiniMax pricing docs.
$3.75/1M tokens
Providers

Capabilities

CapabilityMiniMax M3Qwen3.7-Max
VisionYesNo
MultimodalYesNo
ReasoningYesYes
JSON / Tool useYesYes
Structured outputsYesYes
Code executionYesYes
IDE integrationNoNo
Computer useNoNo
Parallel agentsNoNo

Benchmarks

BenchmarkMiniMax M3Qwen3.7-Max
SWE-bench Verified80.580.4
SWE-bench Pro59.060.6
Google-Proof Q&A92.992.4
Terminal-Bench 2.066.069.7
GeneBench-Pro0.94.0
MCP-Atlas74.276.4

Continue comparing

Last reviewed: 2026-06-30. Data sourced from public model cards and provider documentation.