Inkling vs MiniMax M3
API pricing, context window and capabilities for Inkling and MiniMax M3, side by side. Prices are the cheapest listed serving route per 1M tokens, from LiteLLM and OpenRouter.
Verdict
computed from the published numbersMiniMax M3 wins on price, on Terminal-Bench and on intelligence.
Price
MiniMax M3
Terminal-Bench
MiniMax M3
Intelligence
MiniMax M3
Context window
Tied
Key takeaways
who wins on what, from the published numbersInkling wins
No clear edge on the tracked metrics.
MiniMax M3 wins
- Cheaper input ($0.95 vs $0.23 /1M)
- Cheaper output ($4.05 vs $0.96 /1M)
- Higher max output (33K vs 1M)
- More serving providers (6 vs 11)
Cheaper overall
MiniMax M3
$0.23 + $0.96 /1M
Larger context
Tied
More providers
MiniMax M3
11 providers
Pricing & specs
cheapest listed route · per 1M tokensOn-demand listed rates, OpenRouter routed quotes and Vercel reseller quotes. Enterprise commitments can be materially lower.
| Inkling | MiniMax M3 | |
|---|---|---|
| Input $/1M | $0.95via DeepInfra | $0.23via Wandb best |
| Output $/1M | $4.05via Baseten | $0.96via Wandb best |
| Context window | 1M | 1M |
| Max output | 33K | 1M best |
| Serving providers | 6 | 11 best |
| Date | Released Jul 16, 2026 | Released Jun 1, 2026 |
Benchmarks
Benchmark scores, side by side| Inkling | MiniMax M3 | |
|---|---|---|
| Intelligence | 25.0 | 29.2 best |
| Terminal-Bench | 55% | 65% best |
| GPQA Diamond | 87% | 93% best |
| Output speed | 186 t/s best | 107 t/s |
| Latency (TTFT) | 1.91s | 1.21s best |
Cost calculator
choose a serving route for each sideInput tokens / month
Output tokens / month
Inkling
via DeepInfra
$8.80
MiniMax M3
via Wandb
$2.11
Capabilities
feature support, side by side| Feature | Inkling | MiniMax M3 |
|---|---|---|
| Vision | ✓ | ✓ |
| Tool use | ✓ | ✓ |
| Reasoning | ✓ | ✓ |
| Audio | — | — |
| Prompt caching | ✓ | ✓ |
| Structured output | ✓ | ✓ |
| Web search | — | — |
Related comparisons
Frequently asked questions
Which is cheaper, Inkling or MiniMax M3?
MiniMax M3 is cheaper for input ($0.95 vs $0.23 per 1M tokens) from Wandb. MiniMax M3 is cheaper for output ($4.05 vs $0.96 per 1M tokens) from Wandb.
What is the context window difference between Inkling and MiniMax M3?
Both Inkling and MiniMax M3 have about a 1M-token context window.
How do Inkling and MiniMax M3 compare on benchmarks?
On the tracked benchmarks, MiniMax M3 leads on Terminal-Bench, and MiniMax M3 leads on intelligence.
Listed prices from LiteLLM, OpenRouter and Vercel · last checked Oct 14, 2026
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