# DeepSeek-V3-0324 vs DeepSeek-V3.2: Specs, License and GPU Cost
Source: https://savrn.com/models/compare/deepseek-v3-0324-vs-deepseek-v3-2
Markdown alternate of the page above; the site index is https://savrn.com/llms.txt

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| Field | [DeepSeek-V3-0324](https://savrn.com/models/deepseek-v3-0324) deepseek-ai/DeepSeek-V3-0324 | [DeepSeek-V3.2](https://savrn.com/models/deepseek-v3-2) deepseek-ai/DeepSeek-V3.2 |
| --- | --- | --- |
| Publisher | DeepSeek | DeepSeek |
| Task | Text generation | Text generation |
| Modality | Text | Text |
| Parameters, as reported | 684.5B parameters | 685.4B parameters |
| Architecture | DeepseekV3ForCausalLM | DeepseekV32ForCausalLM |
| Library | transformers | transformers |
| Context length | 163,840 tokens | 163,840 tokens |
| Repository size | 688.6 GB | 689.5 GB |
| Artifact formats | safetensors | safetensors |
| License | mit | mit |
| Access | Open weights, no gate | Open weights, no gate |
| Memory at 16-bit (weights and margin) | 1642.9 GB | 1644.9 GB |
| Cheapest GPUs at 16-bit, per hour | 7x MI325X, $14.00 | 7x MI325X, $14.00 |
| Memory at 4-bit (weights and margin) | 410.7 GB | 411.2 GB |
| Cheapest GPUs at 4-bit, per hour | 2x MI325X, $4.00 | 2x MI325X, $4.00 |
| Revision viewed | e9b33add7688 | a7e62ac04ecb |
| Downloads reported by the hub | 1M | 5.5M |
| Last observed | 2026-10-21 | 2026-10-23 |

An evaluation row appears only where at least two of these models report the same benchmark with the same stated configuration, metric, unit and setup. Different evaluators stay named in each cell. Values are shown as reported: no unit conversion, no ranking.

## Other Reported Results

These results are listed for each model on its own, because the conditions needed to compare them are not stated or do not match. Two results that leave a condition blank are not assumed to share it.

### DeepSeek-V3-0324

| Benchmark | Conditions | Result | Reported by | Revision | Date |
| --- | --- | --- | --- | --- | --- |
| TIGER-Lab/MMLU-Pro | Task mmlu_proMetric mmlu_proComparison conditions not established | 81.2 | [Model Card](https://huggingface.co/deepseek-ai/DeepSeek-V3-0324) Reported by a third party | Evaluated revision not stated | 2026-01-28 |

### DeepSeek-V3.2

| Benchmark | Conditions | Result | Reported by | Revision | Date |
| --- | --- | --- | --- | --- | --- |
| claw-eval/Claw-Eval | Task generalMetric generalSetup Pass³% \| N=3 \| 161 tasksComparison conditions not established | 42.2 | Claw-Eval Leaderboard Reported by a third party | Evaluated revision not stated | 2026-04-23 |
| claw-eval/Claw-Eval | Task multi_turnMetric multi_turnSetup Pass³% \| N=3 \| 38 tasksComparison conditions not established | 31.6 | Claw-Eval Leaderboard Reported by a third party | Evaluated revision not stated | 2026-04-23 |
| internlm/WildClawBench | Task avg_costMetric avg_costComparison conditions not established | 11.4 | WildClawBench Reported by a third party | Evaluated revision not stated | 2026-05-22 |
| internlm/WildClawBench | Task avg_timeMetric avg_timeComparison conditions not established | 549 | WildClawBench Reported by a third party | Evaluated revision not stated | 2026-05-22 |
| internlm/WildClawBench | Task overallMetric overallComparison conditions not established | 34 | WildClawBench Reported by a third party | Evaluated revision not stated | 2026-05-22 |
| open-agent-leaderboard/results | Task appworldMetric appworldSetup agent: React + ShortlistingComparison conditions not established | 0.04 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task appworldMetric appworldSetup agent: OpenAI SoloComparison conditions not established | 0.06 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task appworldMetric appworldSetup agent: SmolagentComparison conditions not established | 0.13 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task appworldMetric appworldSetup agent: Claude CodeComparison conditions not established | 0.03 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task appworldMetric appworldSetup agent: ReactComparison conditions not established | 0.09 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task browsecomp_plusMetric browsecomp_plusSetup agent: SmolagentComparison conditions not established | 0.21 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task browsecomp_plusMetric browsecomp_plusSetup agent: OpenAI SoloComparison conditions not established | 0.3 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task browsecomp_plusMetric browsecomp_plusSetup agent: Claude CodeComparison conditions not established | 0.48 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task browsecomp_plusMetric browsecomp_plusSetup agent: React + ShortlistingComparison conditions not established | 0.36 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task browsecomp_plusMetric browsecomp_plusSetup agent: ReactComparison conditions not established | 0.36 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task overallMetric overallSetup agent: ReactComparison conditions not established | 0.4585 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task overallMetric overallSetup agent: React + ShortlistingComparison conditions not established | 0.446 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task overallMetric overallSetup agent: Claude CodeComparison conditions not established | 0.4158 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task overallMetric overallSetup agent: OpenAI SoloComparison conditions not established | 0.3217 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task overallMetric overallSetup agent: SmolagentComparison conditions not established | 0.4092 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task swebenchMetric swebenchSetup agent: OpenAI SoloComparison conditions not established | 0.7368 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task swebenchMetric swebenchSetup agent: SmolagentComparison conditions not established | 0.56 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task swebenchMetric swebenchSetup agent: React + ShortlistingComparison conditions not established | 0.6875 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task swebenchMetric swebenchSetup agent: ReactComparison conditions not established | 0.6875 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task swebenchMetric swebenchSetup agent: Claude CodeComparison conditions not established | 0.64 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task taubench_airlineMetric taubench_airlineSetup agent: React + ShortlistingComparison conditions not established | 0.56 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task taubench_airlineMetric taubench_airlineSetup agent: SmolagentComparison conditions not established | 0.6 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task taubench_airlineMetric taubench_airlineSetup agent: ReactComparison conditions not established | 0.56 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task taubench_airlineMetric taubench_airlineSetup agent: OpenAI SoloComparison conditions not established | 0.2 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task taubench_airlineMetric taubench_airlineSetup agent: Claude CodeComparison conditions not established | 0.28 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task taubench_retailMetric taubench_retailSetup agent: SmolagentComparison conditions not established | 0.77 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task taubench_retailMetric taubench_retailSetup agent: Claude CodeComparison conditions not established | 0.65 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task taubench_retailMetric taubench_retailSetup agent: React + ShortlistingComparison conditions not established | 0.82 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task taubench_retailMetric taubench_retailSetup agent: ReactComparison conditions not established | 0.82 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task taubench_retailMetric taubench_retailSetup agent: OpenAI SoloComparison conditions not established | 0.19 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task taubench_telecomMetric taubench_telecomSetup agent: Claude CodeComparison conditions not established | 0.61 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task taubench_telecomMetric taubench_telecomSetup agent: React + ShortlistingComparison conditions not established | 0.71 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task taubench_telecomMetric taubench_telecomSetup agent: SmolagentComparison conditions not established | 0.84 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task taubench_telecomMetric taubench_telecomSetup agent: ReactComparison conditions not established | 0.71 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |
| open-agent-leaderboard/results | Task taubench_telecomMetric taubench_telecomSetup agent: OpenAI SoloComparison conditions not established | 0.18 | Open Agent Leaderboard Reported by a third party | Evaluated revision not stated | 2026-05-18 |

## SAVRN's Notes on DeepSeek-V3-0324

How far you are willing to quantize sets the hardware bill. At 16-bit the working memory is 1,642.9 GB, met by seven MI325X at 256 GB each for $14.00 an hour. At 8-bit it is 821.4 GB on three MI355X at $7.77, and at 4-bit 410.7 GB on two MI325X at $4.00. Only 8 of 256 routed experts fire per token, yet every expert has to be resident, so size for the memory figure; 163,840 tokens of context is what you get for it. The files total 688.6 GB; budget the storage and the transfer before the first GPU hour.

MIT is about as short as licenses get: commercial use, modification and redistribution, keep the notices. Before committing, price your own volume against the Index host, DeepInfra at $0.24 in and $0.90 out per million tokens. The one benchmark on file, 81.2 on MMLU-Pro, is the publisher's own number, not independently verified.

SAVRN Research, 2026-09-18

## SAVRN's Notes on DeepSeek-V3.2

685.4B parameters and 3.3M downloads a month make this the heavyweight of the group, and the Index prices a three-rung ladder: 4-bit needs 411.2 GB, two MI325X at $4.00 an hour; 8-bit needs 822.4 GB, three MI355X at $7.77; 16-bit needs 1,644.9 GB, seven MI325X at $14.00. The mixture-of-experts design, DeepSeek Sparse Attention and a 163,840-token window are aimed at reasoning and agent work, and the safetensors download alone is 689.5 GB across 192 files.

Rent-or-own is a real choice: DeepInfra lists $0.26 in and $0.38 out per million tokens, Novita $0.27 and $0.40 — price your monthly volume against the $4.00-an-hour 4-bit floor before buying cards. MIT is the most permissive license on this list, commercial use with just the notice preserved. Treat the recorded evals (Claw-Eval 42.2 general and 31.6 multi-turn, WildClawBench overall 34, all third-party reported) as agentic-suite indicators, not general capability scores.

SAVRN Research

## Questions

### Which is larger, DeepSeek-V3-0324 or DeepSeek-V3.2?

DeepSeek-V3.2 (685.4B parameters) is larger than DeepSeek-V3-0324 (684.5B parameters), by the parameter counts their publishers report.

### Which is cheaper to run, DeepSeek-V3-0324 or DeepSeek-V3.2?

At 4-bit, DeepSeek-V3-0324 fits on 2x MI325X from $4.00 an hour and DeepSeek-V3.2 on 2x MI325X from $4.00 an hour, at the lowest on-demand prices the SAVRN Index lists.

### Can I use DeepSeek-V3-0324 commercially?

Yes. DeepSeek-V3-0324 is released under MIT License. The MIT License is a short permissive license. It permits commercial use, modification and redistribution, provided the copyright notice and permission notice are included.

### Can I use DeepSeek-V3.2 commercially?

Yes. DeepSeek-V3.2 is released under MIT License. The MIT License is a short permissive license. It permits commercial use, modification and redistribution, provided the copyright notice and permission notice are included.

## Related Comparisons

- [DeepSeek-V3.2 vs GLM-5.2](https://savrn.com/models/compare/deepseek-v3-2-vs-glm-5-2)
- [DeepSeek-R1 vs DeepSeek-V3.2](https://savrn.com/models/compare/deepseek-r1-vs-deepseek-v3-2)