GLM-4.7 (Reasoning)
By Z AI · released 2025-12-22 (7 months) · snapshot 2026-08-07
- Intelligence index
- 34.50
- Cost to run the AA index
- $607
- Price per 1M tokens (in / out)
- $0.60 / $2.20
- End-to-end time
- 27.0s
Is GLM-4.7 (Reasoning) on the Pareto frontier, and what beats it?
Off the frontier
No. Grok 4.5 (high) is at least as smart for the same money or less.
Next step up: Muse Spark 1.2 (xhigh), smarter but dearer.
| # | Model | Creator | Intelligence | Total cost | E2E total | Open | Released | Frontier |
|---|---|---|---|---|---|---|---|---|
| 1 | GLM-4.7 (Reasoning) | Z AI | 34.50 | $607 | 27.0s | 2025-12-22 | ||
| 2 | Grok 4.5 (high) | SpaceXAI | 55.80 | $579 | 17.1s | 2026-07-08 | Frontier | |
| 3 | Muse Spark 1.2 (xhigh) | Meta | 56.80 | $639 | - | 2026-08-05 | Frontier |
Open in the picker Daily check URL: 200 on the frontier, 409 once beaten
GLM-4.7 (Reasoning) today
1 of 2 effort levels plotted. The remaining levels lack intelligence or benchmark cost data.
Intelligence: Artificial Analysis Intelligence Index. Cost: total cost to run that benchmark, so reasoning tokens count. API id: glm-4-7.
Compare head to head
Suggested: what beats it, its effort levels, and frontier models near its price.
- GLM-4.7 (Reasoning) vs Grok 4.5 (high)
- GLM-4.7 (Reasoning) vs Muse Spark 1.2 (xhigh)
- GLM-4.7 (Reasoning) vs GLM-4.7 (Non-reasoning)
- GLM-4.7 (Reasoning) vs Muse Spark 1.1 (xhigh)
- GLM-4.7 (Reasoning) vs GPT-5.6 Sol (high)
- GLM-4.7 (Reasoning) vs Claude Opus 5 (Adaptive Reasoning, Medium Effort)
- GLM-4.7 (Reasoning) vs GPT-5.6 Sol (xhigh)
What the GLM-4.7 release did to the frontier on 2025-12-22
1 of 2 effort levels reached the frontier at launch (GLM-4.7 (Reasoning)). Impact 0.51, #24 of 41 releases this past year.
Should you use GLM-4.7 (Reasoning)?
Should you use GLM-4.7 (Reasoning)?
Only when it fits your setup: Grok 4.5 (high) is at least as smart for the same money or less, so GLM-4.7 (Reasoning) is off the value frontier today.
What is better and cheaper than GLM-4.7 (Reasoning)?
Grok 4.5 (high) — at least as smart for the same money or less.
How much does GLM-4.7 (Reasoning) cost?
$0.60/$2.20 in/out per 1M tokens, and $607 to run the full Artificial Analysis Intelligence Index, the honest all-in number for reasoning models.
Is GLM-4.7 (Reasoning) on the Pareto frontier?
No: Grok 4.5 (high) beats it on intelligence, cost, or both.
Frontier membership by axis pair
Other axis pairs where GLM-4.7 (Reasoning) is Pareto-optimal.
| Y axis | X axis | On the frontier |
|---|---|---|
| AA intelligence index | AA total cost to run (USD) | |
| AA intelligence index | End-to-end total seconds | |
| AA intelligence index | Output speed tokens/sec |
Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/models/glm-4-7 · Markdown: /api/v1/models/glm-4-7?format=md · llms.txt · agent skill