Local AI Wizard
DeepSeek / language model; inputs not listed

DeepSeek V4 Pro · 0813

EVIDENCE AT A GLANCE

Quality, size and local speed

LiveBench 2026-06-25 overall ↗Model card / primary source ↗
LiveBench · overall77.4/ 100

#5 among 22 evaluated open models in this release

Model-weight disk · Q4 estimate~1000.0 GBFormula, not a published download size
Planning memory · Q4 estimate~1208 GBIncludes planning allowance; not measured VRAM
Local speedNo exact measurementDo not infer speed from quality or memory
Quality · Published benchmark result; release and source linked aboveMemory · Planning estimate based on documented model size; not measured hardware fitLocal speed · No exact local measurement

Where it performs best

LiveBench 2026-06-25 · 0–100 ↗
Reasoning85.8
Coding77.2
Agentic Coding54.9
Mathematics95.1
Data Analysis79.2
Language82.1
IF67.7

LiveBench 2026-06-25 measures the named benchmark variant, not a local Q4 run. Scores were collected 2026-09-26; the seven categories share the same 0–100 scale. This is not the Artificial Analysis Intelligence Index. Q4 size covers only the counted weights; multimodal auxiliary components may add files.

SAME BENCHMARK RELEASE

Quality versus estimated Q4 weight size

Full ranking ↗

Reviewed language checkpoints with a LiveBench score and a parameter-based size estimate. The highlighted point is this model when both values are available.

506070809010100100010000Qwen3.8 27B · LiveBench 75.3 · Q4 ~16.9 GBQwen3.6 27B · LiveBench 64.0 · Q4 ~16.9 GBSmaug Mini · LiveBench 76.9 · Q4 ~17.5 GBGLM-5.3 Flash · LiveBench 71.6 · Q4 ~200.0 GBKimi K2.6 · thinking · LiveBench 70.5 · Q4 ~625.0 GBDeepSeek V4 Flash · LiveBench 65.5 · Q4 ~177.5 GBDeepSeek V4 Pro · LiveBench 71.6 · Q4 ~1000.0 GBKimi K2.7 Code · LiveBench 68.4 · Q4 ~625.0 GBMiniMax M3 · LiveBench 67.3 · Q4 ~267.5 GBKimi K3 · LiveBench 79.2 · Q4 ~1750.0 GBInkling · xhigh · LiveBench 71.9 · Q4 ~609.4 GBQwen3.8 Max · LiveBench 78.5 · Q4 ~1500.0 GBSmaug Agentic · LiveBench 79.5 · Q4 ~1750.0 GBDeepSeek V4 Pro · 0813 · LiveBench 77.4 · Q4 ~1000.0 GBNemotron 3 Ultra 550B A55B · LiveBench 67.4 · Q4 ~343.8 GB
Smaug Agentic79.5~1750.0 GBKimi K379.2~1750.0 GBQwen3.8 Max78.5~1500.0 GBDeepSeek V4 Pro · 081377.4~1000.0 GBSmaug Mini76.9~17.5 GB
Show 10 more modelsQwen3.8 27B75.3~16.9 GBInkling · xhigh71.9~609.4 GBGLM-5.3 Flash71.6~200.0 GBDeepSeek V4 Pro71.6~1000.0 GBKimi K2.6 · thinking70.5~625.0 GBKimi K2.7 Code68.4~625.0 GBNemotron 3 Ultra 550B A55B67.4~343.8 GBMiniMax M367.3~267.5 GBDeepSeek V4 Flash65.5~177.5 GBQwen3.6 27B64.0~16.9 GB

Horizontal axis: estimated Q4 model-weight disk size in decimal GB (log scale). Vertical axis: LiveBench overall / 100. This formula is not the published checkpoint size, runtime memory or a speed test. Models without both inputs are left out of this chart, not scored as zero.

The DeepSeek V4 Pro · 0813 checkpoint is published by DeepSeek for language and reasoning. Its weights are available under MIT; that alone does not establish that its code and all components are open source.

When to consider it

Compare DeepSeek V4 Pro · 0813 with other language and reasoning checkpoints using its linked publisher card and the LiveBench 2026-06-25 snapshot. This is quality evidence, not a local speed result.

Check before choosing

The generic Q4 planning estimate is about 1208 GB from 1600B stated parameters. It is not a measured minimum; context, batch size, runtime and quantization change actual memory use.

What is documented

Weight license
MIT ↗
Task and modality
language and reasoning · language model; inputs not listed
Count and basis
1600B · manufacturer specification · 49B active
Context
1,048,576 tokens published for this model
Quality evidence
77.4 · LiveBench 2026-06-25 overall · source ↗
Runtime and precision
No local execution verified. Check the publisher's supported runtime and checkpoint precision; batch and context memory are not measured here.

Run locally: known and unknown

~1208 GB generic Q4 planning memory. Formula: parameters × 0.625 bytes, plus 20% working allowance and 8 GB reserve. This is neither measured VRAM nor checkpoint download size.

Q4 planning estimate only. Check checkpoint format, runtime support, KV cache, context, batch size and offload before choosing hardware.

Evidence level: Generic estimate only; no execution reproduced by this site.

Before downloading

  1. Check the exact checkpoint and license linked here.
  2. Confirm a compatible runtime and precision or quantization for your platform.
  3. Allow for context, batch size and any extra media components beyond the weights.

Catalog reviewed: 2026-09-30. Benchmark release: 2026-06-25; snapshot collected: 2026-09-26.