Granite 4 H Large vs Qwen-Plus
Side-by-side comparison of API pricing, specs, benchmarks, and capabilities
Granite 4 H Large is 12.5% cheaper on blended cost ($0.525 vs $0.600/Mtok)
| Specification |
by IBM
|
by Alibaba
|
|---|---|---|
| Overview | ||
| Status | Current mid tier Open weights | Current mid tier |
| Released | Oct 19, 2025 | Oct 1, 2025 |
| Pricing per million tokens | ||
| Input | $0.300/Mtok | $0.400/Mtok |
| Output | $1.20/Mtok | $1.20/Mtok |
| Blended avg | $0.525/Mtok | $0.600/Mtok |
| Specifications | ||
| Context window | 128K tokens | 131K tokens |
| Parameters | Proprietary | Proprietary |
| Speed (TPS) | — | — |
| Modalities | ||
| Input |
text
|
text
|
| Benchmarks sources: IBM model card / LMSYS Chatbot Arena (UC Berkeley) | ||
| GPQA Diamond | 42 vendor | — |
| SWE-Bench Verified | 20 vendor | — |
| Humanity's Last Exam | 10 vendor | — |
| ARC-AGI 2 | 8 vendor | — |
| AIME 2025 | 35 vendor | — |
| MMMLU | 70 vendor | — |
| BFCL | 52 vendor | — |
| HumanEval | 75 vendor | — |
| MATH 500 | 55 vendor | — |
| Independent composite scores each on its own scale — not part of the average above | ||
| LMSYS Chatbot Arena | — | 1346.1 ELO |
| Providers | ||
| Available from |
IBM — $0.300/$1.20/Mtok
|
Alibaba — $0.400/$1.20/Mtok
|
Cost at scale
1M tokens · 50/50 input/output| Volume | Granite 4 H Large | Qwen-Plus | Savings |
|---|---|---|---|
| 1M tokens | $0.52 | $0.6 | $0.08 (13.3%) |
| 10M tokens | $5.25 | $6 | $0.75 (12.5%) |
| 100M tokens | $52.5 | $60 | $7.5 (12.5%) |
| 1000M tokens | $525 | $600 | $75 (12.5%) |
When to pick which
distilled from the pricing and spec data above
Pick Granite 4 H Large if…
- cost dominates: $0.525/Mtok blended vs $0.600 — 12.5% less on the same 50/50 token mix
- you want open weights — self-host it, fine-tune it, or exit the API entirely; Qwen-Plus is closed
Pick Qwen-Plus if…
- this pairing gives Qwen-Plus no edge on price, context, cache discount, or measured performance — pick it only for qualitative fit (ecosystem, compliance, model behavior on your prompts)
Try Granite 4 H Large on IBM
The cheaper option here — Granite 4 H Large costs $0.525/Mtok blended on IBM.
Summary
Granite 4 H Large by IBM costs $0.300/Mtok input and $1.20/Mtok output, with a 128K-token context window. It supports text input.
Qwen-Plus by Alibaba costs $0.400/Mtok input and $1.20/Mtok output, with a 131K-token context window. It supports text input.
On a blended cost basis, Granite 4 H Large is 12.5% cheaper than Qwen-Plus.
Note: Pricing is per million tokens. Actual costs vary with usage patterns, prompt caching, and batch discounts. Always verify against official provider pricing pages.
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