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DeepSeek Models

Data verified
Compare the current DeepSeek V4.1 Flash and V4 Pro families with the retired V4 Flash, R1, V3.2, and earlier open-weight releases. Model IDs, reasoning settings, scores, and access routes stay separate.

DeepSeek currently exposes two API model IDs: deepseek-flash, which serves DeepSeek V4.1 Flash (released September 10, 2026, with native image input), and deepseek-v4-pro, which serves DeepSeek V4 Pro 0813. Both support a 1M-token context window and thinking and non-thinking modes. V4 Flash was retired on September 10; the legacy deepseek-v4-flash ID routes to V4.1 Flash. DeepSeek announced that deepseek-v4-pro requests would route there too from September 14, then said on its pricing page, read September 17, 2026, that V4 Pro service continues with billing unchanged. This directory tracks 13 variants across 11 model families.

The model name and the API ID are not always the same thing. DeepSeek uses one API ID per family, then switches thinking and reasoning effort through request settings. We keep those configurations as separate benchmark rows because their scores differ, but we do not pretend they are separate billable SKUs.

Older R1, V3.2, V3.1, Coder, and Math rows remain useful for reproducibility and self-hosting. They are not current first-party API choices. DeepSeek set July 24, 2026 as the retirement deadline for the deepseek-chat and deepseek-reasoner aliases, so new integrations should use the two IDs above.

DeepSeek V4.1 Flash vs V4 Pro

Start with the family, then choose a reasoning setting. The public score is the strongest tracked configuration in each family, not a promise that every prompt or API mode will reproduce it.

FamilyAPI IDStatusPublic scoreContextUse it when
DeepSeek V4.1 Flashdeepseek-flashCurrentNot ranked1MNew work. DeepSeek's launch table puts it ahead of V4 Pro on every agentic coding, cyber, and tool-use row it reports, at a lower price, with image input.
DeepSeek V4 Prodeepseek-v4-proCurrent65/1001MExisting integrations only. DeepSeek announced a September 14, 2026 reroute to V4.1 Flash, then kept V4 Pro in service with no end date published.
DeepSeek V4 Flashdeepseek-v4-flashRetiredNot ranked1MNothing new. Retired September 10, 2026; its ID now routes to V4.1 Flash.

Our default: start with V4.1 Flash and measure task failures against an acceptance test. Do not build new routing rules around V4 Pro: DeepSeek says V4.1 Flash beats it on performance, cost, speed, and total runtime. It cancelled the September 14 reroute it had announced, and its pricing page says only that it will give notice before V4 Pro service changes.

Honest limit. V4.1 Flash has no public score yet. Its launch rows are provider-run and harness-specific, so they stay display-only until benchmark-owned or independent evaluator results land. If latency or regional availability decides the deployment, run the same workload against the live endpoint before choosing.

DeepSeek model release history

ReleaseDateWhat changedCurrent role
DeepSeek V4.1 FlashSep 10, 2026New Causal Encoder-Decoder architecture (552B MoE, 8B active for input and 16B for output), native image input, MIT weights, and the deepseek-flash ID. V4 Flash retired the same day.Current API and open-weight family
DeepSeek V4Apr 24, 2026Pro and Flash introduced dedicated IDs and a 1M-token context window.V4 Pro still served, September 14 reroute cancelled; V4 Flash retired
DeepSeek V3.2Dec 1, 2025Unified thinking and non-thinking modes in the V3 line.Historical and self-hosted comparison
DeepSeek R1Jan 20, 2025Released the reasoning model and distilled open-weight variants.Self-hosting and reasoning-history reference
DeepSeek V3Dec 26, 2024Established the 671B mixture-of-experts V3 family.Historical and open-weight reference

Questions

Which is the best DeepSeek model?

DeepSeek V4.1 Flash is the newest model, and DeepSeek's own launch table puts it ahead of V4 Pro on every agentic row it reports. V4 Pro 0813 still holds the stronger tracked public score at 65/100 because V4.1 Flash's launch rows are provider-run and stay display-only. Use V4.1 Flash for new work and escalate only the requests that fail your acceptance tests.

What DeepSeek models are available through the API?

The current first-party API documentation lists deepseek-flash (DeepSeek V4.1 Flash) and deepseek-v4-pro (DeepSeek V4 Pro 0813). Each ID supports thinking and non-thinking modes. The legacy deepseek-v4-flash and deepseek-v4-flash-vision-exp IDs route to V4.1 Flash. DeepSeek announced that deepseek-v4-pro would join them from September 14, 2026, then stated on its pricing page that V4 Pro service continues. The older deepseek-chat and deepseek-reasoner aliases reached their retirement deadline on July 24, 2026.

What is the difference between DeepSeek V4.1 Flash and V4 Pro?

V4.1 Flash is the first model in DeepSeek's new architecture family: a 552B mixture-of-experts model that activates 8B parameters per input token and 16B per output token, reads images natively, and costs less per token than V4 Pro. V4 Pro is the larger previous-generation model. Both expose a 1M-token context window and configurable thinking modes.

Are DeepSeek models open source?

DeepSeek publishes weights for V4.1 Flash (MIT license), V4, R1, V3.2, and several earlier families. We label them open weight: downloadable weights are clear evidence, while full training-data and reproducibility openness is a broader claim. Hosted API use still incurs token charges.

Model count
11
Best model
63.48/100
DeepSeek V4 Pro 0813
Avg. top 3
52.1/100
Latest release
September 2026
Public-ranked
6
Supported
4

Current provider directory

Current DeepSeek models and API IDs

As of September 27, 2026, this directory contains 2 active, preview, announced, or limited-access entries. Provider-issued IDs appear only when the underlying documentation identifies them; BenchLM model keys are kept separate.

Latest tracked release

DeepSeek V4.1 Flash

Sep 10, 2026

Open the dated source

Operational record

Current API IDs
2
Inactive variants
1
Open the confirmed release archive

Current provider-issued API model IDs

Shared IDs are listed once. Request-time reasoning modes and other configurations do not become separate model IDs.

Search the full directory

Earlier source-dated releases

Together with the latest release above, these are the three newest dated release groups in the tracked provider inventory.

Browse every confirmed release

All DeepSeek models

Search every tracked model variant, including preview, limited-access, deprecated, and open-weight releases. Provider identifiers and specifications link to first-party evidence where it is available.

Model variants
13
Model families
11
Current entries
2
Evidence date
September 27, 2026

Showing 13 of 13 variants

  • Model
    DeepSeek V4.1 Flash
    DeepSeek V4.1 Flash
    Lifecycle
    Available
    Official identifier
    APIdeepseek-flash
    Weightsdeepseek-ai/DeepSeek-V4.1-Flash

    Thinking mode at max effort on the deepseek-flash API ID. The model card evaluates at reasoning_effort=100; the API exposes low, high, and max effort levels, with max mapped from the highest requested settings.

    Modalities

    text, image → text

    input → output

    Context
    1M
    Price
    $0.30 / $1.20
    Access and source
    DeepSeek APIopen weights
    Source for DeepSeek V4.1 Flash
  • Model
    DeepSeek V4 Pro 0813
    DeepSeek V4 Pro65/100
    Lifecycle
    Available
    Official identifier
    APIdeepseek-v4-pro

    Thinking mode with max effort on the shared family API ID.

    Modalities

    text → text

    input → output

    Context
    1M
    Price
    $1.32 / $3.96
    Access and source
    DeepSeek API
    Source for DeepSeek V4 Pro 0813
  • Model
    DeepSeek V3.2
    DeepSeek V3.2
    Lifecycle
    Established
    Official identifier
    Not documented
    Modalities

    Not documented

    input → output

    Context
    128K
    Price
    $0.28 / $0.42
    Access and source
    Not documented
    Source for DeepSeek V3.2
  • Model
    DeepSeek V3.1
    DeepSeek V3.1
    Lifecycle
    Established
    Official identifier
    Not documented
    Modalities

    Not documented

    input → output

    Context
    128K
    Price
    Self-host
    Access and source
    Not documented
    Source for DeepSeek V3.1
  • Model
    DeepSeek R1 Distill Qwen 32B
    DeepSeek R1 Distill
    Lifecycle
    Established
    Official identifier
    Not documented
    Modalities

    Not documented

    input → output

    Context
    128K
    Price
    Self-host
    Access and source
    Not documented
  • Model
    DeepSeek-R1
    DeepSeek-R1
    Lifecycle
    Established
    Official identifier
    Not documented
    Modalities

    Not documented

    input → output

    Context
    128K
    Price
    $0.55 / $2.19
    Access and source
    Not documented
    Source for DeepSeek-R1
  • Model
    DeepSeek V3
    DeepSeek
    Lifecycle
    Established
    Official identifier
    Not documented
    Modalities

    Not documented

    input → output

    Context
    128K
    Price
    $0.27 / $1.10
    Access and source
    Not documented
    Source for DeepSeek V3
  • Model
    DeepSeek V4 Flash 0731
    DeepSeek V4 Flash
    Lifecycle
    Superseded
    Official identifier
    APIdeepseek-v4-flash

    Thinking mode with max effort on the shared family API ID.

    Modalities

    text → text

    input → output

    Context
    1M
    Price
    $0.14 / $0.28
    Access and source
    DeepSeek API
    Source for DeepSeek V4 Flash 0731
  • Model
    DeepSeek Coder 2.0
    DeepSeek Coder 2.0
    Lifecycle
    Tracked
    Official identifier
    Not documented
    Modalities

    Not documented

    input → output

    Context
    128K
    Price
    Not documented
    Access and source
    Not documented
  • Model
    DeepSeek LLM 2.0
    DeepSeek LLM 2.0
    Lifecycle
    Tracked
    Official identifier
    Not documented
    Modalities

    Not documented

    input → output

    Context
    128K
    Price
    Self-host
    Access and source
    Not documented
  • Model
    DeepSeekMath V2
    DeepSeekMath
    Lifecycle
    Tracked
    Official identifier
    Not documented
    Modalities

    Not documented

    input → output

    Context
    128K
    Price
    Self-host
    Access and source
    Not documented

Prices are input / output per 1M tokens.

Score trend

0255075100Apr 2025Jul 2025Oct 2025Jan 2026Apr 2026Sep 2026DeepSeek

DeepSeek's average score across its top 3 ranked models, cumulative through each release month.

Ranked family representatives

One canonical entry per model family. Public scores use the same evidence rules as the main leaderboard.

ContextPricePublic score
DeepSeek V4 Pro 0813Current1M$1.32 / $3.966631.79s63.48Estimated
DeepSeek V3.2Established128K$0.28 / $0.42353.75s50.21Supported
DeepSeek-R1Established128K$0.55 / $2.19N/AN/A42.63Supported
DeepSeek V3.1Established128K$0.00 / $0.00N/AN/A41.27Supported
DeepSeek V3Established128K$0.27 / $1.10N/AN/A31.9Supported
DeepSeek R1 Distill Qwen 32BEstablished128K$0.00 / $0.00600.84s30.45Estimated
DeepSeek Coder 2.0Tracked128KN/AN/AN/A—
DeepSeek LLM 2.0Tracked128K$0.00 / $0.00N/AN/A—
DeepSeek V4 Flash 0731Superseded1M$0.14 / $0.2822110.17s—
DeepSeek V4.1 FlashCurrent1M$0.30 / $1.202279.90s—
DeepSeekMath V2Tracked128K$0.00 / $0.00N/AN/A—
Radar

DeepSeek release history

Full release history

Radar confirmed these at the source. Use DeepSeek in your work? Explore Radar to follow supported changes and choose your alerts.

Compare DeepSeek models