claude-haiku-5-5 vs glm-5.3-flash: pricing and capabilities compared
In each model's cheapest group on this site, claude-haiku-5-5 costs ¥0.4 input and ¥2 output (Claude Plus group) and glm-5.3-flash costs ¥0.64 input and ¥2.24 output (China Models 2 group), per 1M tokens.
claude-haiku-5-5 is cheaper on input, output and cache reads, by 38%, 11% and 78% respectively.
claude-haiku-5-5 is offered in 4 groups and glm-5.3-flash in 2 groups, with no group in common: give one key several groups (up to 5, in priority order) or use two keys.
Prices updated Nov 13, 2026, 5:58 PM
At a glance
| Item | claude-haiku-5-5 | glm-5.3-flash |
|---|---|---|
| Vendor | Anthropic | Zhipu GLM |
| Billing | Per token | Per token |
| Cheapest group | Claude Plus | China Models 2 |
| Input ¥ per 1M tokens | ¥0.438% lower | ¥0.64 |
| Output ¥ per 1M tokens | ¥211% lower | ¥2.24 |
| Cache read ¥ per 1M tokens | ¥0.0478% lower | ¥0.184 |
| Groups | 4 groups | 2 groups |
| Input types | text and images | text, images and video |
| Output types | text | text |
| Capability tags | Vision and Reasoning | Multimodal |
| Endpoints | Chat Completions and Claude Messages | Chat Completions |
| Available since | Oct 15, 2026 | Aug 28, 2026 |
Prices are each model's cheapest group, in CNY; the side marked "lower" is cheaper. Data comes from our price list and model catalog; anything not listed shows as —.
Prices in every group
The same model costs different amounts in different groups; a key's group decides its line and its price.
| Group | Input ¥ per 1M tokens | Output ¥ per 1M tokens | Cache read ¥ per 1M tokens |
|---|---|---|---|
| Official · Enterprise | ¥1.1 | ¥5.48 | ¥0.11 |
| Claude Direct | ¥0.75 | ¥3.75 | ¥0.075 |
| Claude List Price | ¥1.2 | ¥6 | ¥0.12 |
| Claude PlusCheapest | ¥0.4 | ¥2 | ¥0.04 |
| Group | Input ¥ per 1M tokens | Output ¥ per 1M tokens | Cache read ¥ per 1M tokens |
|---|---|---|---|
| Standard | ¥0.8 | ¥2.8 | ¥0.23 |
| China Models 2Cheapest | ¥0.64 | ¥2.24 | ¥0.184 |
How to choose
These points use each model's cheapest-group prices and catalog data. Before going live, run real requests with a key in your target group and check quality, speed and billing.
- On unit prices alone (each at its cheapest group): claude-haiku-5-5 is cheaper on input, output and cache reads, so the same token usage costs less.
- When you resend the same long prefix (a fixed system prompt, the same long document), cached input is billed at the cache-read price: claude-haiku-5-5 ¥0.04, glm-5.3-flash ¥0.184 (per 1M tokens).
- If you need video input: glm-5.3-flash accepts video; claude-haiku-5-5 lists text and images as input.
- Both support Chat Completions, so requests look the same and switching means changing the model parameter (the key's groups must offer both models).
- To call through Claude Messages: of the two, only claude-haiku-5-5 supports it on this site.
- If production needs a known request source, use official or cloud groups. claude-haiku-5-5: Official · Enterprise, Claude Direct and Claude List Price; glm-5.3-flash: none on this site.
How to call them
Both models work with a Tutujin API key: set your SDK's base_url to https://www.tutujin.com/v1 and use the model name; everything else is written as with the official SDK.
- claude-haiku-5-5: prices in every group, availability and API docs
- glm-5.3-flash: prices in every group, availability and API docs
- Every Anthropic model and its price
- Every Zhipu GLM model and its price
- Chat Completions API reference
- Claude Messages API reference
- Quickstart: create a key and send your first request
- How to choose a group
- Models page: every model with prices in every group
- How billing works: pay as you go, groups and balance
More comparisons
FAQ
Which is cheaper, claude-haiku-5-5 or glm-5.3-flash?
In each model's cheapest group on this site, claude-haiku-5-5 costs ¥0.4 input and ¥2 output (Claude Plus group) and glm-5.3-flash costs ¥0.64 input and ¥2.24 output (China Models 2 group), per 1M tokens. claude-haiku-5-5 is cheaper on input, output and cache reads, by 38%, 11% and 78% respectively. What you actually pay depends on the split between input and output tokens and on the group you use. Prices updated Nov 13, 2026, 5:58 PM.
How do I call claude-haiku-5-5 and glm-5.3-flash?
Create an API key in the console, set your SDK's base_url to https://www.tutujin.com/v1 and use claude-haiku-5-5 or glm-5.3-flash as the model. claude-haiku-5-5 supports: Chat Completions and Claude Messages. glm-5.3-flash supports: Chat Completions.
Which groups offer claude-haiku-5-5 and glm-5.3-flash?
claude-haiku-5-5: Official · Enterprise, Claude Direct, Claude List Price and Claude Plus. glm-5.3-flash: Standard and China Models 2. No group offers both: give one key several groups (up to 5, in priority order) or use two keys.
What input types do claude-haiku-5-5 and glm-5.3-flash take?
claude-haiku-5-5 takes text and images and returns text. glm-5.3-flash takes text, images and video and returns text.
Where do the prices on this page come from?
From our live price list — the same data as the model pages and the models page — shown for each model's cheapest group. Prices updated Nov 13, 2026, 5:58 PM.