MiniMax M2-her vs Inkling Small (free)
| Signal | MiniMax M2-her | Delta | Inkling Small (free) |
|---|---|---|---|
Capabilities | 17 | -50 | |
Benchmarks | 72 | +5 | |
Pricing | 99 | -1 | |
Context window size | 76 | -10 | |
Recency | 94 | -6 | |
Output Capacity | 55 | -35 | |
| Overall Result | 1 wins | of 6 | 5 wins |
Score History
69.1
current score
MiniMax M2-her
right now
68.2
current score
MiniMax M2-her
MiniMax
Inkling Small (free)
thinkingmachines
Inkling Small (free) saves you $90.00/month
That's $1080.00/year compared to MiniMax M2-her at your current usage level of 100K calls/month.
| Metric | MiniMax M2-her | Inkling Small (free) | Winner |
|---|---|---|---|
| Overall Score | 69 | 68 | MiniMax M2-her |
| Rank | #168 | #170 | MiniMax M2-her |
| Quality Rank | #168 | #170 | MiniMax M2-her |
| Adoption Rank | #168 | #170 | MiniMax M2-her |
| Parameters | -- | -- | -- |
| Context Window | 66K | 262K | Inkling Small (free) |
| Pricing | $0.30/$1.20/M | Free | -- |
| Signal Scores | |||
| Capabilities | 17 | 67 | Inkling Small (free) |
| Benchmarks | 72 | 67 | MiniMax M2-her |
| Pricing | 99 | 100 | Inkling Small (free) |
| Context window size | 76 | 86 | Inkling Small (free) |
| Recency | 94 | 100 | Inkling Small (free) |
| Output Capacity | 55 | 90 | Inkling Small (free) |
Our score (0-100) is driven by benchmark performance (90%) from Arena Elo ratings, MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations. Capabilities and context window serve as tiebreakers (10%). Learn more about our methodology.
Scores 69/100 (rank #168), placing it in the top 42% of all 290 models tracked.
Scores 68/100 (rank #170), placing it in the top 42% of all 290 models tracked.
With only a 1-point gap, these models are in the same performance tier. The practical difference in output quality is minimal - your choice should depend on pricing, latency requirements, and specific feature needs.
Choose MiniMax M2-her when you need:
- Budget-friendly applications with moderate quality requirements
Choose Inkling Small (free) when you need:
- High-volume production workloads where API costs must be minimized
- Processing long documents or large codebases (262K token context)
- Multimodal workflows that require image understanding
- Agentic applications using tool/function calling
- Step-by-step reasoning and chain-of-thought problem solving
- Self-hosted deployments where you need full control over the model
Both models are priced similarly, so the decision comes down to quality and features rather than cost.
Both models have comparable response speeds. For most applications, the latency difference is negligible.
When latency matters most: Interactive chatbots, IDE code completion, real-time translation, and user-facing applications where response time directly impacts experience. For batch processing, background summarization, or offline analysis, latency is less critical.
Code generation & review
Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring
Customer support chatbot
Suitable for user-facing chat with competitive response times. Inkling Small (free) also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (262K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($0.00/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (69/100) correlates with better nuance, coherence, and style in long-form content
Image understanding & OCR
Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly
MiniMax M2-her and Inkling Small (free) are extremely close in overall performance (only 0.8999999999999915 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.
By Use Case
Best for Quality
MiniMax M2-her
Marginally better benchmark scores; both are excellent
Best for Cost
Inkling Small (free)
100% lower pricing; better value at scale
Best for Reliability
MiniMax M2-her
Higher uptime and faster response speeds
Best for Prototyping
MiniMax M2-her
Stronger community support and better developer experience
Best for Production
MiniMax M2-her
Wider enterprise adoption and proven at scale
by MiniMax
- Choose for Quality - Marginally better benchmark scores; both are excellent
- Choose for Reliability - Higher uptime and faster response speeds
- Choose for Prototyping - Stronger community support and better developer experience
- Choose for Production - Wider enterprise adoption and proven at scale
| Capability | MiniMax M2-her | Inkling Small (free) |
|---|---|---|
| Vision (Image Input)differs | ||
| Function Callingdiffers | ||
| Streaming | ||
| JSON Mode | ||
| Reasoningdiffers | ||
| Web Search | ||
| Image Output |
MiniMax M2-her
MiniMax
Inkling Small (free)
thinkingmachines
Inkling Small (free) saves you $1.98/month
That's 100% cheaper than MiniMax M2-her at 1,000 tokens/request and 100 requests/day.
Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.
| Parameter | MiniMax M2-her | Inkling Small (free) |
|---|---|---|
| Context Window | 66K | 262K |
| Max Output Tokens | 2,048 | 262,144 |
| Open Source | No | Yes |
| Created | Jan 23, 2026 | Jul 30, 2026 |