Inference availability
Providers Provider-specific identifiers, limits, and listed prices per million tokens. Every row links back to the provider's own documentation.
Report a price
Providers offering DeepSeek Chat
Provider Provider model ID Context Max output Input Output Cache read Capabilities Docs
A AnyAPI
deepseek/deepseek-chat
1M
384K
—
—
—
Tools
Docs ↗
C Cloudflare AI Gateway
deepseek/deepseek-chat
1M
384K
$0.14
$0.28
$0.003
Tools
Docs ↗
D DeepSeek
deepseek-chat
1M
384K
$0.14
$0.28
$0.003
Tools
Docs ↗
O OrcaRouter
deepseek/deepseek-chat
1M
384K
$0.147
$0.295
$0.02
Tools
Docs ↗
K Kilo Gateway
deepseek/deepseek-chat
128K
16K
$0.257
$1.029
—
Tools JSON
Docs ↗
O OpenRouter
deepseek/deepseek-chat
163.84K
16K
$0.257
$1.029
—
Tools JSON
Docs ↗
E Eden AI
deepseek/deepseek-chat
131.072K
384K
$0.28
$0.42
$0.028
Tools JSON
Docs ↗
Z ZenMux
deepseek/deepseek-chat
128K
64K
$0.28
$0.42
$0.03
Tools
Docs ↗
Capability badges appear only where the provider catalog explicitly lists support. A blank cell means the source is silent, not that the feature is absent.
Listed rates
Price across providers Input price per million tokens as published by each provider. Bars are drawn from listed rates only — no traffic weighting, since the catalog observes no requests.
Lowest input
$0.14/M
Across 7 priced providers
Median input
$0.257/M
Midpoint of listed rates
Highest input
$0.28/M
2.0× the lowest listed rate
Output range
$0.28 – $1.029
Per million output tokens
Cloudflare AI Gateway
$0.14/M
DeepSeek
$0.14/M
OrcaRouter
$0.147/M
Kilo Gateway
$0.257/M
OpenRouter
$0.257/M
Eden AI
$0.28/M
ZenMux
$0.28/M
2 providers list the identical $0.14 input rate, so price alone will not separate them — compare context limits, max output, and capabilities above.
Context limits also differ by provider, from 128K to 1M tokens. Compare the provider table above before choosing on price alone.
Specification
Capabilities Recorded from the source catalog and provider listings.
×
Reasoning
No
✓
Tool calling
Yes
?
Structured output
Unknown
✓
Attachments
Yes
×
Vision input
No
✓
Open weights
Yes
Model family deepseek
Knowledge cutoff 2025-09
License Not documented
Release date 2025-12-01
Model ID deepseek/deepseek-chat
Weights:
Hugging Face ↗
Published evaluations
Benchmarks Every result stays attached to its source, version, metric and harness. Scores from different versions are never merged, and the profile below plots each benchmark against its own population rather than on a shared scale.
Benchmark registry
Benchmark profile
Design Arena: w…Design Arena: website
Design Arena: c…Design Arena: codecategories
Design Arena: g…Design Arena: gamedev
Design Arena: d…Design Arena: dataviz
Design Arena: u…Design Arena: uicomponent
Design Arena: 3dDesign Arena: 3d
Design Arena: s…Design Arena: svg
Aider PolyglotAider Polyglot
This model — Design Arena: website: 1132 elo (27.1th percentile)
This model — Design Arena: codecategories: 1123 elo (23.1th percentile)
This model — Design Arena: gamedev: 1076 elo (18.4th percentile)
This model — Design Arena: dataviz: 1104 elo (19.7th percentile)
This model — Design Arena: uicomponent: 1108 elo (23.3th percentile)
This model — Design Arena: 3d: 1115 elo (31.5th percentile)
This model — Design Arena: svg: 1001 elo (1.3th percentile)
This model — Aider Polyglot: 70.2 percent correct (72.6th percentile)
Each axis is this model's percentile among the 8 benchmarks it has published results for, measured against every other model with a score on that same benchmark. Percentiles are used because benchmarks do not share a scale — a 60 on one is not a 60 on another. Hover any point for the raw score.
Design Arena: website
#128 of 175
762.0
median 1202.0
1359.0
Design Arena: codecategories
#129 of 167
804.0
median 1198.0
1389.0
Design Arena: gamedev
#136 of 166
796.0
median 1193.5
1414.0
Design Arena: dataviz
#133 of 165
871.0
median 1198.0
1366.0
Design Arena: uicomponent
#124 of 161
782.0
median 1205.0
1394.0
Design Arena: 3d
#108 of 157
865.0
median 1190.0
1426.0
Design Arena: svg
#115 of 116
992.0
median 1188.0
1352.0
Aider Polyglot
#9 of 31
3.6
median 56.9
88.0
Each strip shows every published score for that benchmark, with this model marked. The lighter shape behind the ticks is the density of results, and the dashed line is the median.
Cost against capability
Price and performance Listed input price plotted against Design Arena: website, the benchmark with the widest published coverage that this model appears in.
0
720
1441
$0.1
$1
$10
Claude Opus 5 — $5/M, score 1320.0
OpenAI: GPT-5.1 (batch) — $0.625/M, score 1199.0
Anthropic: Claude Haiku 4.5 (batch) — $0.5/M, score 1135.0
OpenAI: GPT-5 (batch) — $0.625/M, score 1197.0
Gemini 3.1 Flash Lite Preview — $0.25/M, score 1095.0
OpenAI: GPT-4.1 Mini (batch) — $0.2/M, score 1010.0
Mistral: Ministral 3 8B 2512 (batch) — $0.075/M, score 1077.0
Mistral: Mistral Small 3.2 24B — $0.075/M, score 908.0
GPT-5.1 Codex — $1.07/M, score 1174.0
GPT-5.4 — $2.5/M, score 1232.0
Mistral: Mistral Large 3 2512 (batch) — $0.25/M, score 1175.0
DeepSeek: DeepSeek V3.2 Exp — $0.27/M, score 1191.0
Anthropic: Claude Opus 4 — $15/M, score 1177.0
Qwen: Qwen3 235B A22B — $0.455/M, score 1043.0
Gemini 3.5 Flash — $1.5/M, score 1275.0
Z.ai: GLM 5.3 Flash (batch) — $0.075/M, score 1291.0
GPT-4.1 mini — $0.4/M, score 1010.0
DeepSeek V4 Pro — $0.435/M, score 1247.0
Claude Sonnet 5 — $2/M, score 1289.0
Mistral: Ministral 3 8B 2512 — $0.15/M, score 1077.0
Z.ai: GLM 5.1 — $0.966/M, score 1290.0
Gemini 3.7 Flash — $0.75/M, score 1315.0
Muse Spark 1.3 — $1.25/M, score 1359.0
Anthropic: Claude Opus 4.8 (batch) — $2.5/M, score 1267.0
Mistral: Mistral Large 3 2512 — $0.5/M, score 1175.0
DeepSeek V3.2 — $0.18/M, score 1187.0
OpenAI: GPT-5.5 (batch) — $2.5/M, score 1269.0
Anthropic: Claude Opus 4.7 — $5/M, score 1307.0
Google: Gemini 3.5 Flash (batch) — $0.75/M, score 1275.0
Google: Gemini 2.5 Pro (batch) — $0.625/M, score 1179.0
Inception: Mercury 2 — $0.25/M, score 1035.0
OpenAI: GPT-4.1 Nano (batch) — $0.05/M, score 985.0
Gemini 3.6 Flash — $0.75/M, score 1312.0
Anthropic: Claude Sonnet 4.5 — $3/M, score 1202.0
Z.ai: GLM 4.7 Flash — $0.061/M, score 1206.0
Claude Fable 5 — $10/M, score 1310.0
Gemini 2.5 Pro — $1.25/M, score 1179.0
Z.ai: GLM 5.3 Flash — $0.15/M, score 1291.0
MiniMax: MiniMax M3 — $0.3/M, score 1271.0
Google: Gemini 2.5 Flash (batch) — $0.15/M, score 1127.0
Anthropic: Claude Fable 5.1 — $10/M, score 1322.0
Z.ai: GLM 5V Turbo — $1.2/M, score 1243.0
MoonshotAI: Kimi K2.7 Code (batch) — $0.95/M, score 1290.0
OpenAI: o3 (batch) — $1/M, score 1048.0
Inkling — $1.87/M, score 1226.0
OpenAI: gpt-oss-20b (batch) — $0.05/M, score 865.0
Muse Spark 1.1 — $1.25/M, score 1282.0
MiMo-V2.5 — $0.14/M, score 1279.0
MoonshotAI: Kimi K2 0711 — $0.57/M, score 1063.0
Kimi K2 Thinking — $0.4/M, score 1125.0
Qwen: Qwen3.8 Max (0803) — $2/M, score 1295.0
Mistral: Mistral Medium 3.1 (batch) — $0.2/M, score 1145.0
GPT-5.1 — $1.25/M, score 1199.0
Anthropic: Claude Fable 5.1 (batch) — $5/M, score 1322.0
Google: Gemini 3.8 Flash (batch) — $0.375/M, score 1315.0
Google: Gemini 3.7 Flash (batch) — $0.375/M, score 1315.0
GPT-5.3 Codex — $1.75/M, score 1175.0
Z.ai: GLM 5.3 (batch) — $0.7/M, score 1319.0
DeepSeek: DeepSeek V4 Flash 0731 (batch) — $0.11/M, score 1251.0
Anthropic: Claude Opus 4.6 (batch) — $2.5/M, score 1304.0
MoonshotAI: Kimi K3 (batch) — $3/M, score 1354.0
GPT-5.5 — $5/M, score 1269.0
OpenAI: GPT-5 Nano (batch) — $0.025/M, score 1114.0
Mistral: Codestral 2508 (batch) — $0.15/M, score 1025.0
Anthropic: Claude Sonnet 5 (batch) — $1/M, score 1289.0
OpenAI: GPT-5.2 (batch) — $0.875/M, score 1207.0
Anthropic: Claude Fable 5 (batch) — $5/M, score 1310.0
GPT-5.1 Codex mini — $0.22/M, score 1123.0
Thinking Machines: Inkling (batch) — $1/M, score 1226.0
GPT OSS 120B — $0.03/M, score 980.0
OpenAI: GPT-4o (batch) — $1.25/M, score 843.0
Mistral: Codestral 2508 — $0.3/M, score 1025.0
SpaceXAI: Grok 4.6 — $2/M, score 1306.0
DeepSeek: DeepSeek V3.1 Terminus — $0.27/M, score 1199.0
GPT-5 Mini — $0.25/M, score 1137.0
Claude Opus 5 (batch) — $2.5/M, score 1320.0
o3 — $2/M, score 1048.0
OpenAI: GPT-5.4 (batch) — $1.25/M, score 1232.0
DeepSeek V4 Flash — $0.15/M, score 1220.0
DeepSeek Chat — $0.147/M, score 1132.0
Qwen: Qwen3 Max — $0.78/M, score 1131.0
Kimi K2.7 Code — $0.95/M, score 1279.0
GPT-4.1 — $2/M, score 1051.0
Z.ai: GLM 5.2 (batch) — $0.7/M, score 1307.0
Google: Gemini 3.6 Flash (batch) — $0.375/M, score 1312.0
Z.ai: GLM 5.3 — $1.4/M, score 1319.0
Anthropic: Claude Opus 4.8 — $5/M, score 1267.0
SpaceXAI: Grok 4.3 — $1.25/M, score 1206.0
Gemini 3 Flash Preview — $0.5/M, score 1208.0
MiniMax: MiniMax M3 (batch) — $0.3/M, score 1271.0
Gemini 3.8 Flash — $0.75/M, score 1315.0
NVIDIA: Nemotron 3 Ultra (batch) — $0.6/M, score 1144.0
OpenAI: o4 Mini (batch) — $0.55/M, score 998.0
Z.ai: GLM 5 — $0.6/M, score 1260.0
MiniMax: MiniMax M2.7 — $0.3/M, score 1258.0
SpaceXAI: Grok 4.5 — $2/M, score 1296.0
Mistral: Mistral Medium 3.1 — $0.4/M, score 1145.0
Kimi K2.6 — $0.95/M, score 1282.0
Google: Gemini 3 Flash Preview (batch) — $0.25/M, score 1208.0
GPT-5.2 — $1.75/M, score 1207.0
Kimi K3 — $3/M, score 1354.0
Anthropic: Claude Sonnet 4.5 (batch) — $1.5/M, score 1202.0
OpenAI: gpt-oss-120b (batch) — $0.15/M, score 980.0
OpenAI: GPT-4.1 (batch) — $1/M, score 1051.0
MiniMax: MiniMax M2 — $0.255/M, score 1155.0
Solar Pro 4 — $0.3/M, score 1188.0
Gemini 3.1 Pro Preview — $2/M, score 1265.0
Anthropic: Claude Opus 4.1 (batch) — $7.5/M, score 1189.0
Qwen: Qwen3 Coder 480B A35B — $0.3/M, score 1171.0
Anthropic: Claude Opus 4.7 (batch) — $2.5/M, score 1307.0
Mistral: Mistral Medium 3 — $0.4/M, score 1091.0
MiMo-V2.5-Pro — $0.435/M, score 1285.0
Google: Gemini 3.1 Pro Preview (batch) — $1/M, score 1265.0
Anthropic: Claude Opus 4.1 — $15/M, score 1189.0
Anthropic: Claude Sonnet 4.6 — $3/M, score 1297.0
Anthropic: Claude Sonnet 4.6 (batch) — $1.5/M, score 1297.0
DeepSeek V4 Flash 0731 — $0.05/M, score 1251.0
GPT-5 — $1.25/M, score 1197.0
OpenAI: GPT-5 Mini (batch) — $0.125/M, score 1137.0
Anthropic: Claude Opus 4.5 (batch) — $2.5/M, score 1259.0
Qwen: Qwen3.7 Plus — $0.32/M, score 1282.0
SpaceXAI: Grok 4.3 (batch) — $1/M, score 1206.0
o4-mini — $1.1/M, score 998.0
Nemotron 3 Ultra 550B A55B — $0.5/M, score 1144.0
Anthropic: Claude Sonnet 4 — $3/M, score 1158.0
SpaceXAI: Grok 4.20 — $1.25/M, score 1242.0
Hy3 — $0.066/M, score 1194.0
Qwen: Qwen3.6 Plus — $0.325/M, score 1253.0
Z.ai: GLM 4.6 — $0.43/M, score 1187.0
GPT-4o — $2.5/M, score 843.0
Gemini 2.5 Flash — $0.3/M, score 1127.0
Muse Spark 1.2 — $1.25/M, score 1322.0
GPT-4.1 nano — $0.1/M, score 985.0
GPT OSS 20B — $0.02/M, score 865.0
Kimi K2.5 — $0.3/M, score 1261.0
Trinity Large Thinking — $0.25/M, score 1149.0
MoonshotAI: Kimi K2 0905 — $0.6/M, score 1120.0
Qwen: Qwen3 30B A3B Thinking 2507 — $0.2/M, score 943.0
Z.ai: GLM 5.2 — $0.966/M, score 1307.0
Qwen: Qwen3.7 Max — $1.475/M, score 1285.0
Qwen: Qwen3.5 Plus 2026-02-15 — $0.26/M, score 1200.0
MiniMax: MiniMax M2.1 — $0.3/M, score 1214.0
Z.ai: GLM 4.7 — $0.4/M, score 1238.0
Mistral: Ministral 3 3B 2512 — $0.1/M, score 1040.0
Amazon: Nova Premier 1.0 — $2.5/M, score 847.0
DeepSeek: DeepSeek V3.1 — $0.25/M, score 1135.0
Z.ai: GLM 4.5 — $0.6/M, score 1182.0
Meta: Llama 4 Maverick — $0.2/M, score 883.0
Nex AGI: Nex-N2-Pro — $0.25/M, score 1236.0
Z.ai: GLM 5 Turbo — $1.2/M, score 1278.0
Qwen: Qwen3.5 397B A17B — $0.55/M, score 1203.0
MiniMax: MiniMax M2.5 — $0.3/M, score 1235.0
Anthropic: Claude Opus 4.6 — $5/M, score 1304.0
Mistral: Ministral 3 14B 2512 — $0.2/M, score 1093.0
Anthropic: Claude Opus 4.5 — $5/M, score 1259.0
Anthropic: Claude Haiku 4.5 — $1/M, score 1135.0
Qwen: Qwen3 Coder 30B A3B Instruct — $0.07/M, score 1100.0
Z.ai: GLM 4.5 Air — $0.13/M, score 1159.0
Qwen: Qwen3 235B A22B Thinking 2507 — $0.23/M, score 1065.0
Qwen: Qwen3 235B A22B Instruct 2507 — $0.22/M, score 1070.0
DeepSeek: R1 0528 — $0.5/M, score 1161.0
Qwen: Qwen3 30B A3B — $0.12/M, score 967.0
Meta: Llama 4 Scout — $0.1/M, score 762.0
Amazon: Nova Pro 1.0 — $0.8/M, score 808.0
GPT-5 Nano — $0.05/M, score 1114.0
Step 3.7 Flash — $0.185/M, score 1206.0
DeepSeek Chat
Input price per million tokens (log scale)
Elo
The stepped line is the efficient frontier: at each price, the best score available for that money or less. A model sitting on it is not being beaten by anything cheaper. Price is log-scaled because listed rates span four orders of magnitude. Only models with both a listed price and a score on this benchmark can appear.
Catalog activity
Change log Field-level changes detected between successful source imports.
Full change log
Sep 11, 2026 Max Output Tokens 16000 → 384000
Sep 11, 2026 Context Length 128000 → 1000000
Sep 11, 2026 Price Completion 1.0287 → 0.295
Sep 11, 2026 Price Prompt 0.2574 → 0.147
Sep 11, 2026 Max Output Tokens 384000 → 16000
Sep 11, 2026 Context Length 1000000 → 128000
Sep 11, 2026 Price Completion 0.295 → 1.0287
Sep 11, 2026 Price Prompt 0.147 → 0.2574
Sep 11, 2026 Max Output Tokens 16000 → 384000
Sep 11, 2026 Context Length 128000 → 1000000
Provenance
Sources & verification Every figure on this page traces back to one of these records.
Methodology
Last verified Sep 11, 2026
Status Source-linked
Confidence Medium
Catalog source Models.dev
Public API
Use this record Fetch the complete source-linked model record. No key, no account, no rate-limited tier.
API documentation
Endpoint Copy
GET https://model.kyssta.lol/api/v1/models/deepseek/deepseek-chat
curl Copy
curl "https://model.kyssta.lol/api/v1/models/deepseek/deepseek-chat"
Common questions
Frequently asked questions Answered directly from the stored record — nothing here is generated beyond the catalog's own fields.
What is DeepSeek Chat?
DeepSeek chat model for instruction following, coding, and analysis. It is published by DeepSeek and catalogued here from Models.dev.
How much does DeepSeek Chat cost?
Listed input pricing starts at $0.14 per million tokens from Cloudflare AI Gateway, rising to $0.28 across 7 listed providers.
What is the context length of DeepSeek Chat?
DeepSeek Chat accepts up to 1M tokens of context and returns up to 384K output tokens.
Does DeepSeek Chat support tool calling and structured output?
Provider catalogs list support for tool calling.
Which providers serve DeepSeek Chat?
8 providers list this model: AnyAPI, Cloudflare AI Gateway, DeepSeek, OrcaRouter, Kilo Gateway, OpenRouter and 2 more.
Are the weights for DeepSeek Chat open?
Yes. The weights are published and downloadable from Hugging Face.
When was DeepSeek Chat released?
The catalog records a release date of 2025-12-01, last verified Sep 11, 2026.