Granite 4.0 H Micro vs GLM-4-32B-0414
Side-by-side comparison of API pricing, specs, benchmarks, and capabilities
Granite 4.0 H Micro is 59.3% cheaper on blended cost ($0.041 vs $0.100/Mtok)
| Specification |
by IBM
|
by Z.AI
|
|---|---|---|
| Overview | ||
| Status | Current budget Open weights | Current budget Open weights |
| Released | Oct 19, 2025 | Apr 1, 2025 |
| Pricing per million tokens | ||
| Input | $0.017/Mtok | $0.100/Mtok |
| Output | $0.112/Mtok | $0.100/Mtok |
| Blended avg | $0.041/Mtok | $0.100/Mtok |
| Specifications | ||
| Context window | 128K tokens | 128K tokens |
| Parameters | Proprietary | 32B |
| Speed (TPS) | — | — |
| Modalities | ||
| Input |
text
|
text
|
| Benchmarks sources: IBM model card, IBM model card (5-shot) / LMSYS Chatbot Arena (UC Berkeley) | ||
| MMMLU | 55.19 vendor | — |
| BFCL | 57.56 vendor | — |
| HumanEval | 81 vendor | — |
| Independent composite scores each on its own scale — not part of the average above | ||
| LMSYS Chatbot Arena | — | 1342.9 ELO |
| Providers | ||
| Available from |
IBM — $0.017/$0.112/Mtok
|
Z.AI — $0.100/$0.100/Mtok
|
Cost at scale
1M tokens · 50/50 input/output| Volume | Granite 4.0 H Micro | GLM-4-32B-0414 | Savings |
|---|---|---|---|
| 1M tokens | $0.04 | $0.1 | $0.06 (60%) |
| 10M tokens | $0.41 | $1 | $0.59 (59%) |
| 100M tokens | $4.08 | $10 | $5.93 (59.3%) |
| 1000M tokens | $40.75 | $100 | $59.25 (59.3%) |
When to pick which
distilled from the pricing and spec data above
Pick Granite 4.0 H Micro if…
- cost dominates: $0.041/Mtok blended vs $0.100 — 59.3% less on the same 50/50 token mix
Pick GLM-4-32B-0414 if…
- this pairing gives GLM-4-32B-0414 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 4.0 H Micro on IBM
The cheaper option here — Granite 4.0 H Micro costs $0.041/Mtok blended on IBM.
Summary
Granite 4.0 H Micro by IBM costs $0.017/Mtok input and $0.112/Mtok output, with a 128K-token context window. It supports text input.
GLM-4-32B-0414 by Z.AI costs $0.100/Mtok input and $0.100/Mtok output, with a 128K-token context window. It supports text input.
On a blended cost basis, Granite 4.0 H Micro is 59.3% cheaper than GLM-4-32B-0414.
Note: Pricing is per million tokens. Actual costs vary with usage patterns, prompt caching, and batch discounts. Always verify against official provider pricing pages.
More comparisons
pairs sharing a model with this page
Granite 4.0 H Micro vs Granite 4 H Small
64% price gap
Granite 4.0 H Micro vs Ministral 3 3B
59% price gap
Nova Micro vs GLM-4-32B-0414
39% price gap
Baichuan M2-32B vs GLM-4-32B-0414
30% price gap
Ministral 3 3B vs GLM-4-32B-0414
Reka Edge vs GLM-4-32B-0414
GLM-4.7-Flash vs Granite 4.0 H Micro
100% price gap
Granite 4.0 H Micro vs Qwen-Turbo
53% price gap