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Z.ai: GLM-4.6V

zai/glm-4.6v
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Multimodal model for high-fidelity visual understanding and long-context reasoning across images, documents and mixed media. Handles complex page layouts and charts as visual input.
ModalitiesTextImageText
In / out price$0.120 / $0.360 per 1M
Context128K
Released—
ProvidersPricingPerformanceAvailabilityAppsActivityFAQExplore

Providers

Where this model runs, and what each route costs. Requests are sent to a healthy provider automatically; if one errors, the gateway retries against another serving the same model.

ProviderInput /MOutput /MCache read /MLatencyThroughput
Z.ai$0.120$0.360$0.050——

Capabilities (6)

StreamingTool callingVisionStructured outputPrompt cachingInterleaved Image Text

Supported parameters (2)

toolsresponse_format

Any other parameter you send is ignored rather than rejected.

Pricing

What this model costs to run, next to the rate it is posted at. Caching and discounts mean the price actually paid is often below the listed one.

Effective input price
$0.120
/M tokens · listed $0.300
Effective output price
$0.360
/M tokens · listed $0.900
RateListedChargedUnit
Input$0.300$0.120per 1M tokens
Output$0.900$0.360per 1M tokens
Cache read$0.050$0.050per 1M tokens
UTC

Performance

Throughput is how fast the model writes (tokens per second — higher is better). Latency is total round-trip time (lower is better). TTFT is time-to-first-token — how long before you see anything appear (lower is better). Throughput and TTFT are measured on streaming requests, which are the only ones with a first-token moment to time.

Throughput
—tok/s
P50, streaming requests
Latency
—s
P50, end to end
UTC
No requests to this model in the selected window, so there is nothing to measure yet.

Availability

The share of requests to this model that completed successfully. When an upstream provider errors, the gateway retries against another provider serving the same model, so a single provider incident does not necessarily show up here.

Success rate (30d)
0.00%
over 87 requests
Days with traffic
2
of the last 30

Days are UTC days. Days with no requests are omitted rather than drawn at 100% — no traffic is not evidence of availability.

Apps

Public apps that send the most traffic to this model. Good signal for what real production workloads look like — and a hint at which use cases this model is best suited for.

  1. 1.Oxyy Tester102 tokens

Activity

Token volume and request traffic to this model over time. Daily totals, UTC.

Prompt102
Completion0

Prompt tokens measure input size. Reasoning tokens show internal thinking before a response. Completion tokens reflect total output length. Reasoning is not priced separately for this model, so it is not itemised here.

Frequently asked questions

What is GLM-4.6V?
Multimodal model for high-fidelity visual understanding and long-context reasoning across images, documents and mixed media. Handles complex page layouts and charts as visual input.
How much does GLM-4.6V cost?
GLM-4.6V costs $0.300 per million input tokens and $0.900 per million output tokens. Cached prompt tokens are billed at $0.050 per million. You pay per request, with no subscription.
What is the context length of GLM-4.6V?
GLM-4.6V has a context window of 128,000 tokens.
Does GLM-4.6V support tool calling and structured outputs?
Yes — GLM-4.6V supports both tool calling and structured outputs.
What inputs and outputs does GLM-4.6V support?
GLM-4.6V accepts text, image as input and returns text.
What other models does Z.ai have?
Z.ai also offers CogVideoX-3, CogView-4, GLM-4-32B-0414-128K, GLM-4.5 through Oxyy.
When was GLM-4.6V released?
No release date is published for GLM-4.6V.

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CogVideoX-3Z.ai's video generation model.text to video · — contextCogView-4Z.ai's CogView image generation model.image generation · — contextGLM-4-32B-0414-128K32-billion-parameter GLM-4 model with a 128K context window, flat-priced on input and output.text · 128K context · $0.100 / $0.100GLM-4.5GLM-4.5 base text model. The release that introduced interleaved reasoning to the GLM line.text · — context · $0.600 / $2.20GLM-4.5-AirLightweight, low-cost variant of GLM-4.5.text · — context · $0.200 / $1.10GLM-4.5-AirXHigh-throughput variant of GLM-4.5-Air.text · — context · $1.10 / $4.50
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