Laboratory
Entity that develops or publishes the model and maintains its technical and safety documentation.
VERIFIED ORGANISATION
DeepSeek
Explore the documented models, published evaluations and primary sources associated with this organisation.
01 / MODELS
Verified catalogue
EFFICIENT AGENTS
DeepSeek V4.1 Flash
Agents, coding, and open deployment at low cost.
16 SEP 2026↗ OPEN REASONING AND AGENTSDeepSeek V3.2
Open model focused on reasoning and agents, with thinking integrated into tool use.
18 SEP 2026↗ HISTORICAL OPEN REASONINGDeepSeek R1
Open reasoning model and distilled family, relevant for tracking the evolution of verifiable reasoning.
18 SEP 2026↗02 / EVALUATIONS
Published results
Figures are shown with the context reported by their source. A provider result is not an independent comparison and does not replace your own evaluation.
| Model | Benchmark | Result | Metric |
|---|---|---|---|
| DeepSeek V4.1 Flash | GPQA Diamond | 90,9 % | Accuracy |
| DeepSeek V4.1 Flash | Terminal-Bench 2.1 | 90,6 % | Accuracy |
| DeepSeek V4.1 Flash | DeepSWE v1.1 | 74,2 % | Resolved |
| DeepSeek V3.2 | Evaluaciones DeepSeek V3.2 | Published GPT‑5 level | Reasoning and agents |
| DeepSeek R1 | AIME 2024 | 79,8 % | Published Pass@1 |
03 / METHOD
How to read the directory
An organization, a product, and a model are not the same unit. Inferama separates them to avoid attributing capabilities or commercial terms to the wrong item.
Model
Identifiable version with limits, modalities, and behavior that may change between releases.
Access channel
API, application, associated cloud, or commercial plan; each channel may have different pricing, retention, and limits.
Source and date
Every claim must retain the official page consulted and the verification date.
ANALYSIS
Related analysis
DeepSeek V4.1 Flash: How to Test Whether Its Compressed Cache Reduces an Agent’s Real Cost
DeepSeek says V4.1 Flash has a much smaller persistent KV cache than its predecessor. That figure describes an infrastructure property, not the cost or completion time of an entire task. This analysis proposes a controlled test to measure both.
28 Sep 2026 ↗
DeepSeek V3.2 with Tools: How to Audit Reasoning State Before Keeping or Migrating an Agent
An operational guide to checking whether an integration preserves the state required across DeepSeek, tools, and the user. It includes reproducible tests, logging criteria, and limits on what can be concluded from `reasoning_content`.
28 Sep 2026 ↗
DeepSeek R1 in Production: How to Test the Prompt Template Without Breaking Your Application
Official prompting recommendations for DeepSeek R1 are hypotheses worth validating in each application. This protocol compares instruction placement and the “<think>” prefix while measuring both answer quality and integration failures.
27 Sep 2026 ↗
DeepSeek V4.1 Flash + Eleven v3 vs. full-duplex voice: how to compare the architectures
A modular chain built from speech recognition, DeepSeek V4.1 Flash, and Eleven v3 is not equivalent to a full-duplex voice model. This guide proposes comparing both systems end to end, without declaring a winner based on isolated specifications.
26 Sep 2026 ↗
DeepSWE v1.1: What a Patch That Passes Its Verifier Measures—and When Its pass@1 Stops Showing That the Agent Solved the Task
DeepSWE v1.1 evaluates code changes produced by agents on original, long-horizon tasks. Its result can provide a useful signal, but a leaderboard row is interpretable only when the harness, error policy, rollouts, verifier, and exact benchmark version are known. A review by Epoch AI adds a specific warning: under certain evaluation conditions, some patches that modify tests can receive a false negative.
23 Sep 2026 ↗
DeepSeek: how to choose between the official API, published weights, and external providers without confusing openness with operational control
The availability of weights, an API-compatible endpoint, or a family name does not by itself settle a production decision. This analysis separates the artifact, license, endpoint, operator, and evidence needed to assess DeepSeek through the official API, self-managed infrastructure, or an external provider.
22 Sep 2026 ↗04 / SOURCES
Traceability
PRIMARY SOURCEOfficial documentationapi-docs.deepseek.com↗BENCHMARKGPQA Diamondapi-docs.deepseek.com↗TECHNICAL SHEETOfficial release of DeepSeek V3.2api-docs.deepseek.com↗CATALOGCatálogo oficial del proveedorhuggingface.co↗TECHNICAL SHEETOfficial release of DeepSeek R1api-docs.deepseek.com↗CATALOGCatálogo oficial del proveedorgithub.com↗