DeepSeek-V4-Flash
API request failed. The model was not evaluated.
Head-to-head comparison
DeepSeek-V4-Flash vs. GLM-5.3-Flash
Compare published benchmark results from matching versions and cohorts, API pricing, and technical specifications. Any documented test setup differences remain visible.
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- distinct benchmarks
- 0
- latest retrieval
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Specifications
General specifications
Release date, availability, context window, architecture, and published parameter counts at a glance. Undisclosed details remain marked as unavailable.
| Attribute | DeepSeek-V4-Flash | GLM-5.3-Flash |
|---|---|---|
| Provider | DeepSeek | Z.ai |
| Released | Apr 24, 2026 | Aug 26, 2026 |
| Availability | Limited access | Open Source |
| Model type | Open Weights | Open Weights |
| Parameters | 284B, 13B active | 320B, 18B active |
| Architecture | Mixture of Experts | Mixture of Experts |
| Context window | 1,000,000 tokens | 1,000,000 tokens |
| Knowledge cutoff | Not published | Not published |
| Technical sources | Model | Model, Context |
Pricing
API pricing compared
The table compares official standard API rates per 1M tokens, including published cache pricing. Batch, fast, priority, regional surcharges, tool calls, and cloud platform pricing are excluded.
| Price type | DeepSeek-V4-Flash | GLM-5.3-Flash |
|---|---|---|
| API input | $0.14 | $0.15 |
| API output | $0.28 | $0.5 |
| Cache read | Not listed | $0.03 |
| Cache write (5 min.) | Not listed | Not listed |
| Cache write (1 hr.) | Not listed | Not listed |
| Price verified | 10/15/2026 Source | 09/22/2026 Source |
DeepSeek-V4-FlashGLM-5.3-Flash
API inputUSD per 1M tokens, base tier
DeepSeek-V4-FlashLower price$0.14
GLM-5.3-Flash$0.15
API outputUSD per 1M tokens, base tier
DeepSeek-V4-FlashLower price$0.28
GLM-5.3-Flash$0.5
Key to the marks:better valuebetter, but not conclusivetie
Pricing by provider
Direct developer pricing and provider endpoint tariffs routed through OpenRouter are listed separately. Prices are in USD per 1M tokens. Context-dependent direct tiers plus regional, Flex, Priority, and other OpenRouter tariffs remain individually identifiable.
| Model | Provider | Purchase route and tariff | Input per 1M tokens | Output per 1M tokens | Source |
|---|---|---|---|---|---|
| DeepSeek-V4-Flash | Alibaba | Via OpenRouteralibaba | $0.352 | $1.056 | Source10/15/2026 |
| Alibaba | Via OpenRouteralibaba/us-east-1 | $0.374 | $1.122 | Source10/15/2026 | |
| AtlasCloud | Via OpenRouteratlas-cloud/fp4 | $0.44 | $1.32 | Source10/15/2026 | |
| Baidu | Via OpenRouterbaidu/fp8 | $0.44 | $1.32 | Source10/15/2026 | |
| BaseTen | Via OpenRouterbaseten/fp8 | $0.13 | $0.26 | Source10/15/2026 | |
| BaseTen | Via OpenRouterbaseten/fp8/us | $0.13 | $0.26 | Source10/15/2026 | |
| Cloudflare | Via OpenRoutercloudflare | $0.44 | $1.32 | Source10/15/2026 | |
| Cohere | Via OpenRoutercohere | $0.14 | $0.28 | Source10/15/2026 | |
| CoreWeave | Via OpenRoutercoreweave/fp8 | $0.13 | $0.28 | Source10/15/2026 | |
| DeepInfra | Via OpenRouterdeepinfra/fp8 | $0.06 | Lowest listed price: $0.18 | Source10/15/2026 | |
| DigitalOcean | Via OpenRouterdigitalocean | $0.119 | $0.238 | Source10/15/2026 | |
| GMICloud | Via OpenRoutergmicloud/fp8 | $0.286 | $0.858 | Source10/15/2026 | |
| Inceptron | Via OpenRouterinceptron/fp4 | $0.1296 | $0.6 | Source10/15/2026 | |
| Mancer 2 | Via OpenRoutermancer/fp8 | $0.2 | $0.6 | Source10/15/2026 | |
| Novita | Via OpenRouternovita/fp8 | $0.4092 | $1.2276 | Source10/15/2026 | |
| OpenInference | Via OpenRouteropen-inference/fp4 | Lowest listed price: $0.0144 | $0.576 | Source10/15/2026 | |
| Parasail | Via OpenRouterparasail/fp8 | $0.14 | $0.28 | Source10/15/2026 | |
| Phala | Via OpenRouterphala | $0.308 | $0.924 | Source10/15/2026 | |
| Reka | Via OpenRouterreka | $0.021 | $0.528 | Source10/15/2026 | |
| Relace | Via OpenRouterrelace/fp4 | $0.016 | $0.64 | Source10/15/2026 | |
| Sail Research | Via OpenRoutersail-research/fp4 | $0.1 | $0.3 | Source10/15/2026 | |
| Sail Research | Via OpenRoutersail-research/us | $0.019 | $0.42 | Source10/15/2026 | |
| SiliconFlow | Via OpenRoutersiliconflow/fp8 | $0.22 | $0.66 | Source10/15/2026 | |
| StreamLake | Via OpenRouterstreamlake/fp8 | $0.132 | $0.396 | Source10/15/2026 | |
| Together | Via OpenRoutertogether | $0.14 | $0.28 | Source10/15/2026 | |
| Venice | Via OpenRoutervenice | $0.13 | $0.26 | Source10/15/2026 | |
| Wafer | Via OpenRouterwafer/fast | $0.13 | $0.23 | Source10/15/2026 | |
| GLM-5.3-Flash | Z.ai | Direct from developerStandard API | $0.15 | $0.5 | Source09/22/2026 |
| AtlasCloud | Via OpenRouteratlas-cloud/fp8 | $0.15 | $0.5 | Source10/15/2026 | |
| CoreWeave | Via OpenRoutercoreweave/nvfp4 | $0.15 | $0.5 | Source10/15/2026 | |
| Crusoe | Via OpenRoutercrusoe/fp4 | $0.15 | $0.5 | Source10/15/2026 | |
| Decart | Via OpenRouterdecart/fp4 | $0.093 | $0.31 | Source10/15/2026 | |
| DeepInfra | Via OpenRouterdeepinfra/fp4 | $0.075 | $0.25 | Source10/15/2026 | |
| DigitalOcean | Via OpenRouterdigitalocean | $0.1312 | $0.4375 | Source10/15/2026 | |
| Fireworks | Via OpenRouterfireworks | $0.15 | $0.5 | Source10/15/2026 | |
| Fireworks | Via OpenRouterfireworks/us | $0.225 | $0.75 | Source10/15/2026 | |
| Friendli | Via OpenRouterfriendli | $0.15 | $0.5 | Source10/15/2026 | |
| Inceptron | Via OpenRouterinceptron/fp8 | $0.108 | $0.55 | Source10/15/2026 | |
| InferenceNet | Via OpenRouterinference-net/fp4 | $0.083 | $0.15 | Source10/15/2026 | |
| Makora | Via OpenRoutermakora | $0.14 | $0.47 | Source10/15/2026 | |
| Modal | Via OpenRoutermodal/nvfp4 | $0.15 | $0.5 | Source10/15/2026 | |
| Morph | Via OpenRoutermorph/fp8 | $0.074 | $1 | Source10/15/2026 | |
| Near AI | Via OpenRouternear-ai/fp8 | $0.08 | $0.5 | Source10/15/2026 | |
| NextBit | Via OpenRouternextbit/fp4 | $0.19 | $0.6 | Source10/15/2026 | |
| Novita | Via OpenRouternovita/fp8 | $0.084 | $0.28 | Source10/15/2026 | |
| OpenInference | Via OpenRouteropen-inference/fp4 | Lowest listed price: $0.036 | $0.9 | Source10/15/2026 | |
| Parasail | Via OpenRouterparasail/fast | $0.1875 | $0.625 | Source10/15/2026 | |
| Parasail | Via OpenRouterparasail/fp4 | $0.15 | $0.5 | Source10/15/2026 | |
| Reka | Via OpenRouterreka | $0.06 | $1.6 | Source10/15/2026 | |
| Relace | Via OpenRouterrelace | $0.04 | $0.5 | Source10/15/2026 | |
| Sail Research | Via OpenRoutersail-research/fp4 | $0.045 | $0.6 | Source10/15/2026 | |
| Sail Research | Via OpenRoutersail-research/us | $0.045 | $0.6 | Source10/15/2026 | |
| SiliconFlow | Via OpenRoutersiliconflow/fp8 | $0.15 | $0.5 | Source10/15/2026 | |
| StreamLake | Via OpenRouterstreamlake/fp8 | $0.0435 | Lowest listed price: $0.145 | Source10/15/2026 | |
| Together | Via OpenRoutertogether | $0.15 | $0.5 | Source10/15/2026 | |
| Wafer | Via OpenRouterwafer | $0.12 | $0.5 | Source10/15/2026 | |
| Z.AI | Via OpenRouterz-ai/fp8 | $0.15 | $0.5 | Source10/15/2026 |
Performance
Shared benchmarks
Only published results with the same benchmark version, task, metric, and comparison cohort are paired. Different reasoning levels, agents, harnesses, or output limits appear directly in the table.
Capability profile from matched benchmarks
Each axis averages directly matched benchmark families. A value of 100 means the stronger value within this pair, not a universal quality score.
Not enough directly matched categories for a reliable radar
Only 0 of at least 5 categories have comparable, direct model measurements. The benchmark tables below show the available evidence without filling missing axes.
No directly comparable result series yet
No published benchmark for DeepSeek-V4-Flash and GLM-5.3-Flash currently matches in version, task, metric, and comparison cohort. We therefore show no estimated or blended values.
Our model tests
Our tests
SVG short test
One SVG prompt and fixed output settings. Captures are shown only with 0 reported reasoning tokens or documented lack of reasoning controls. Identical test conditions do not make the models' internal compute identical.
Shared test round: 4ae5d8eeb9a9
GLM-5.3-Flash
Unavailable in this round
Earlier tests
Pelican on a bicycle
A community classic for free-form SVG drawing.
DeepSeek-V4-Flash
The response reached the token limit. No complete recording is available.
Reasoning (requested): high
Current attempt
- Run date
- Oct 5, 2026
- API provider
- openrouter
- Requested API model
- deepseek/deepseek-v4-flash-0731
- API model reported in response
- deepseek/deepseek-v4-flash-0731
- Reasoning setting
- high
- Pinned endpoint
- StreamLake | deepseek/deepseek-v4-flash-20260731
- Temperature
- Provider default
- Token limit including reasoning
- 8,192 tokens
- Test protocol
- community-visual-tests-v1
- Technical checks
- Failed
- Response time
- 97.8 s
Not yet visually reviewed. A successful recording does not confirm correct physics or full compliance with the prompt.
Earlier attempts (3)
- Oct 2, 2026API request failedReasoning setting: high
- Oct 1, 2026API request failedReasoning setting: high
- Sep 7, 2026API request failedReasoning setting: high
GLM-5.3-Flash
Reasoning (requested): high
Current attempt
- Run date
- Oct 1, 2026
- API provider
- openrouter
- Requested API model
- z-ai/glm-5.3-flash
- API model reported in response
- z-ai/glm-5.3-flash
- Reasoning setting
- high
- Pinned endpoint
- Z.AI | z-ai/glm-5.3-flash-20260826
- Temperature
- Provider default
- Token limit including reasoning
- 8,192 tokens
- Test protocol
- community-visual-tests-v1
- Technical checks
- Passed, not a quality rating
- Response time
- 49.7 s
Visually reviewed. This individual test does not establish overall model quality.
Earlier attempts (1)
- Sep 7, 2026API request failedReasoning setting: high
Prompt and test conditions
Generate an SVG of a pelican riding a bicycle
Token limit including reasoning: 8,192 tokens
Task origin (Simon Willison)How to read this comparison
Winning one benchmark is not an overall verdict
Your workload, budget, and required context length matter most. A coding benchmark says little about visual understanding or agent performance.
The standard price table uses direct developer rates. The provider comparison labels OpenRouter endpoints, regions, and special tariffs separately.
Every result links to its measurement source and retrieval date. Labels distinguish vendor reports, official benchmark leaderboards, and independent evaluations. Disputed or archived results are excluded.
More matchups
Related LLM comparisons
Compare DeepSeek-V4-Flash and GLM-5.3-Flash with other leading models using the same data and benchmark logic.