DeepSeek V4 Pro 0424 (High)
Context 1M tokens
Top 5 cheapest providers (Adjusted $/task)
The same list price can give a different adjusted $/task (caching, token efficiency) — click a price for its inputs.
Within the active global provider, residency and confidentiality filters.
| # | Provider | Price channel | Raw input $/1M | Raw output $/1M | Adjusted $/task |
|---|---|---|---|---|---|
| 1 | Relacevia OpenRouter — Price via OpenRouter: OpenRouter's price for Relace's endpoint (https://openrouter.ai/deepseek/deepseek-v4-pro/providers), collected 2026-11-03. | via OpenRouter — Price via OpenRouter: OpenRouter's price for Relace's endpoint (https://openrouter.ai/deepseek/deepseek-v4-pro/providers), collected 2026-11-03. | $0.900 | $1.50 | |
| 2 | SiliconFlowvia OpenRouter — Price via OpenRouter: OpenRouter's price for SiliconFlow's endpoint (https://openrouter.ai/deepseek/deepseek-v4-pro/providers), collected 2026-11-03. | via OpenRouter — Price via OpenRouter: OpenRouter's price for SiliconFlow's endpoint (https://openrouter.ai/deepseek/deepseek-v4-pro/providers), collected 2026-11-03. | $1.00 | $3.13 | |
| 3 | DigitalOceanvia OpenRouter — Price via OpenRouter: OpenRouter's price for DigitalOcean's endpoint (https://openrouter.ai/deepseek/deepseek-v4-pro/providers), collected 2026-11-03. | via OpenRouter — Price via OpenRouter: OpenRouter's price for DigitalOcean's endpoint (https://openrouter.ai/deepseek/deepseek-v4-pro/providers), collected 2026-11-03. | $1.04 | $2.09 | |
| 4 | DeepInfravia OpenRouter — Price via OpenRouter: OpenRouter's price for DeepInfra's endpoint (https://openrouter.ai/deepseek/deepseek-v4-pro/providers), collected 2026-11-03. | via OpenRouter — Price via OpenRouter: OpenRouter's price for DeepInfra's endpoint (https://openrouter.ai/deepseek/deepseek-v4-pro/providers), collected 2026-11-03. | $1.30 | $2.60 | |
| 5 | Cloudflarevia OpenRouter — Price via OpenRouter: OpenRouter's price for Cloudflare's endpoint (https://openrouter.ai/deepseek/deepseek-v4-pro/providers), collected 2026-11-03. | via OpenRouter — Price via OpenRouter: OpenRouter's price for Cloudflare's endpoint (https://openrouter.ai/deepseek/deepseek-v4-pro/providers), collected 2026-11-03. | $1.15 | $2.55 |
Composite
5 of 7 inputs · 2 from the model family6 radar axes: DesignArena's two boards share one35.9
AA Coding v4.x 58.7Coding Agent v1.4 32.8AA Intelligence (est.) 18.4AA Agentic —Epoch ECI 149.1Software ECI 146.3DesignArena —/—
Radar: percentile among all models measured on each input; a gap means not measured.
Benchmark sheet
20 of 319 registered benchmark versions · bars show the percentile among all models measured on each benchmark.
- Epoch ECI · attached
- Software ECI · attached
Agentic
GDPval-AA v2661,219 Elo
GDPval-AA v2 v2 → · Published board — Tests professional knowledge-work deliverables across occupations using AA's Stirrup harness.
Terminal-Bench Hard (AA)8841.7%
Terminal-Bench Hard (AA) pinned revision 74221fb → · Published board — Tests a pinned 44-task hard subset of terminal-based work using Terminus 2.
Terminal-Bench v2.1 (AA)6464.8%
Terminal-Bench v2.1 (AA) v2.1 → · Published board — Tests terminal-based work on the 89-task verified refresh using Terminus 2.
τ²-Bench Airline (OpenRouter run)8276.0%
τ²-Bench Airline (OpenRouter run) published 2026-09-15 → · Published board — Multi-turn service agents making tool calls under strict policy constraints. (OpenRouter's own reproducible run, as published on openrouter.ai/benchmarks.)
Coding
Artificial Analysis Coding Agent Index v1.4032.8%
Artificial Analysis Coding Agent Index v1.4 v1.4 → · Claude Code — The retained AA Coding Agent Index measures coding-agent systems using the earlier three-component implementation.
SWE-rebench, issues 15 May – 1 Jul 2026 (Nebius) 2026-05-15..2026-07-01040.2%
SWE-rebench, issues 15 May – 1 Jul 2026 (Nebius) 2026-05-15..2026-07-01 → · SWE-rebench fixed ReAct scaffold, tool mode — A model resolves 111 fresh GitHub issues from 65 repositories, created between 15 May and 1 July 2026, inside one fixed minimal agent scaffold, run five times.
AA Coding Index v4.x · frozen 2026-10-276758.7
AA Coding Index v4.x · frozen 2026-10-27 → · Published board — Artificial Analysis withdrew the Coding Index with Intelligence Index v5.0 (2026-10-28). These are the last v4.x values, frozen with their own date (2026-10-27).
Efficiency
GPQA Diamond (OpenRouter run) — measured cost per task38$0.04
GPQA Diamond (OpenRouter run) — measured cost per task published 2026-09-15 → · Published board — Mean USD OpenRouter actually spent per task while running GPQA Diamond for this configuration.
τ²-Bench Airline (OpenRouter run) — measured cost per task54$0.042
τ²-Bench Airline (OpenRouter run) — measured cost per task published 2026-09-15 → · Published board — Mean USD OpenRouter actually spent per task while running τ²-Bench Airline for this configuration.
Instruction-following
IFBench (AA single-turn)8771.3%
IFBench (AA single-turn) published 2026-09-10 → · Published board — Tests precise single-turn instructions with deterministic rule checks.
LisanBench word chains, v0.2.0 (Lisan al Gaib)763,256
LisanBench word chains, v0.2.0 (Lisan al Gaib) v0.2.0 → · Published board — A model builds the longest chain of English words it can, each differing from the last by one letter, with no repeats and only dictionary words, from 50 starting words; any broken rule ends the chain.
Knowledge
Humanity's Last Exam (AA text-only)8635.2%
Humanity's Last Exam (AA text-only) published 2026-09-10 → · Published board — Tests expert-level knowledge on AA's text-only Humanity's Last Exam subset.
AA-Omniscience Index69-10.6
AA-Omniscience Index published 2026-09-10 → · Published board — Tests factual reliability while rewarding correct answers and penalizing hallucinations.
Long-context
AA-LCR v1.16670.3%
AA-LCR v1.1 v1.1 → · Published board — Tests reasoning across multiple long documents with corrected answer keys and grading.
Reasoning
Chess Puzzles (Epoch AI)2213.0%
Chess Puzzles (Epoch AI) published 2026-09-18 → · Published board — Best-move selection on 100 novel chess positions generated programmatically by Epoch AI, each with a single Stockfish-verified best move; probes spatial reasoning and planning.
Science
CritPt (AA)8410.0%
CritPt (AA) published 2026-09-10 → · Published board — Tests research-level physics reasoning with Python, symbolic and numerical answers.
GPQA Diamond (AA)9090.5%
GPQA Diamond (AA) published 2026-09-10 → · Published board — Tests graduate-level biology, physics and chemistry knowledge on the Diamond subset.
GPQA Diamond (Epoch AI run)6990.9%
GPQA Diamond (Epoch AI run) published 2026-09-18 → · Published board — Epoch AI's own inspect-ai runs of GPQA Diamond, the 198-question graduate-level science multiple-choice set.
GPQA Diamond (OpenRouter run)7886.4%
GPQA Diamond (OpenRouter run) published 2026-09-15 → · Published board — Graduate-level science questions that resist retrieval and reward careful reasoning. (OpenRouter's own reproducible run, as published on openrouter.ai/benchmarks.)
Tool-use
τ²-Bench Telecom (AA)9294.2%
τ²-Bench Telecom (AA) published 2026-09-10 → · Published board — Tests dual-control telecom agents that coordinate tool use with a simulated user.
τ³-Banking (AA) v1.0.16226.2%
τ³-Banking (AA) v1.0.1 → · Published board — Tests banking support agents that retrieve policies and change account state through tools.
Unusual results
1 threshold-crossing signal flagged · 20 eligible benchmark families
How flags are calculated
Heuristic screen, not statistical significance: benchmark families are correlated and source uncertainty is unknown. Peer evidence needs ≥ 20 independently measured matched configurations from ≥ 10 distinct model families. A flag needs a directed population z-score of magnitude ≥ 1.5 and a gap of ≥ 1.5 from the leave-one-benchmark-family-out mean z in the same direction, over ≥ 5 other benchmark families.
- unusually weak Artificial Analysis Coding Agent Index v1.4
Why
Observed: 0.32828 fractionPeer mean 0.55251 · peer sd 0.11622 · n 26 · families 12Directed z -1.929 · baseline z 0.686 · gap -2.615 · profile n 190.32828 fractionmeasuredobserved 2026-09-09artificialanalysis.ai ↗Evidence
Axis: Artificial Analysis Coding Agent Index v1.4 · v1.4 · Claude CodeExact value:0.32828166191062214fractionEvaluation harness: Claude CodeObserved: 2026-09-09 · publication date: not recordedObservation id:aa-coding:1.4:58Source: https://artificialanalysis.ai/
Missing coverage · 299 benchmark versions
No result does not mean a zero, or that the model was never tested. Collection failures and disputed versions retain their distinct status.
Variants / reasoning settings
Artificial Analysis snapshot 2026-11-03 · Intelligence Index v5.0 (est. = estimated from v4, not measured) · Coding Index v4.x frozen 2026-10-27 · Data: Artificial Analysis · Data: Epoch AI (CC BY)
| Variant | AA Coding | AA Intelligence |
|---|---|---|
| DeepSeek V4 Pro 0424 (Max) | 59.4 | 18.7est. |
| DeepSeek V4 Pro 0424 (High) | 58.7 | 18.4est. |
| DeepSeek V4 Pro 0424 (Non-reasoning) | — | 9.8est. |
Token offers by platform · 12 offers (Adjusted $/task)
Click any underlined price to see how it is estimated and where each input comes from. How we calculate adjusted cost.
12 offers within the active global filters, 6 more outside them; “price n/a” means the provider serves the model but publishes no direct token price we could collect — no other channel's price is shown in its place.
OpenRouter (9)
Prices via OpenRouter — what OpenRouter charges for each provider's endpoint, not the provider's own direct price. Source: openrouter.ai/deepseek/deepseek-v4-pro/providers, collected 2026-11-03.
| Relace | globalrelace/fp4 | $0.900 raw in $/1M | $1.50 raw out $/1M | |
| SiliconFlow | globalsiliconflow/fp8 | $1.00 raw in $/1M | $3.13 raw out $/1M | |
| DigitalOcean | globaldigitalocean | $1.04 raw in $/1M | $2.09 raw out $/1M | |
| DeepInfra | globaldeepinfra/fp8 | $1.30 raw in $/1M | $2.60 raw out $/1M | |
| Cloudflare | globalcloudflare | $1.15 raw in $/1M | $2.55 raw out $/1M | |
| Novita | globalnovita/fp8 | $1.60 raw in $/1M | $3.20 raw out $/1M | |
| Crusoe | globalcrusoe/fp8 | $1.74 raw in $/1M | $3.48 raw out $/1M | |
| Venice | globalvenice | $1.65 raw in $/1M | $3.30 raw out $/1M | |
| Azure | globalazure/us | $1.91 raw in $/1M | $3.83 raw out $/1M |
Azure AI Foundry (2)
Direct prices from Azure AI Foundry's own price list. Source: prices.azure.com/api/retail/prices, collected 2026-11-03.
| Azure AI Foundry | globalazure directEU equivalent | $1.74 raw in $/1M | $3.48 raw out $/1M | |
| Azure AI Foundry | usfireworks | $1.93 raw in $/1M | $3.83 raw out $/1M |
Nebius (1)
Direct prices from Nebius's own price list. Source: tokenfactory.nebius.com/models, collected 2026-11-03.
| Nebius | uk | $1.75 raw in $/1M | $3.50 raw out $/1M |