Alternatives to DeepSeek V3 0324

DeepSeek LMArena 1375 $0.438/M on a balanced workload prices as of 2026-10-06

20 models are higher-scoring or cheaper, with neither dimension worse.

Of the 144 models carrying both an independent score and a published price at the same delivery mode, 31 score at least as high as DeepSeek V3 0324 and cost no more under at least one listed workload, with at least one of those dimensions improved. 20 match or beat its recorded context, maximum output, input modes, tool use and extended reasoning. 11 have a recorded capability loss, named on every row.

Dominance is not a property of a model. It is a property of a model, a capability lens and a workload, and all three are named on every row. Scores are LMArena Elo, used under CC BY 4.0 from the official dataset; prices are blended per million tokens. A higher score is not a drop-in replacement.

This page is built only while a candidate improves score or price without worsening the other under a listed workload. When that comparison no longer holds, it is not generated.

Where it holds

WorkloadDeepSeek V3 0324 $/MRecorded capabilities preservedRecorded capability losses
Balanced$0.438118
Summarise$0.2881611
Chat$0.550159
Code gen$0.700139
Agentic$0.3631910

Workload mixes are defined on the methodology page. Cached input is priced at the cached rate, and reasoning tokens at the worse of the reasoning and output rates.

What you would be replacing

Intelligence1375
Context window163K
Max output115K
Input modestext
Tool useyes
Extended reasoningno

Preserving recorded capabilities requires matching or beating these fields. Full record for DeepSeek V3 0324, or check DeepSeek V3 0324 against the whole catalogue.

Recorded capabilities preserved 20

Each option has a higher score or a lower price, with neither dimension worse under the listed workloads. It matches or beats DeepSeek V3 0324 on recorded context, maximum output, input modes, tool use and extended reasoning.

#ModelIntelligence$/MHolds under
1GLM 5.3 Flash Z.ai1469.6 +94.6$0.238
  • Balanced −46%
  • Summarise −54%
  • Chat −54%
  • Code gen −50%
  • Agentic −64%
2DeepSeek V4.1 Flash DeepSeek1462.5 +87.5$0.182
  • Balanced −58%
  • Summarise −77%
  • Chat −55%
  • Code gen −49%
  • Agentic −71%
3MiMo-V2.6-Flash Xiaomi1456.4 +81.4$0.175
  • Balanced −60%
  • Summarise −62%
  • Chat −72%
  • Code gen −70%
  • Agentic −78%
4Hy3 Tencent1440.7 +65.7$0.231
  • Balanced −47%
  • Summarise −57%
  • Chat −53%
  • Code gen −48%
  • Agentic −63%
5Gemma 4 26B A4B Google1433.9 +58.9$0.127
  • Balanced −71%
  • Summarise −76%
  • Chat −73%
  • Code gen −71%
  • Agentic −78%
6DeepSeek V4 Flash 0423 DeepSeek1432.1 +57.1$0.113
  • Balanced −74%
  • Summarise −74%
  • Chat −81%
  • Code gen −80%
  • Agentic −83%
7MiMo-V2.5 Xiaomi1427.5 +52.5$0.175
  • Balanced −60%
  • Summarise −62%
  • Chat −72%
  • Code gen −70%
  • Agentic −78%
8DeepSeek V3.2 Exp DeepSeek1422.4 +47.4$0.305
  • Balanced −30%
  • Summarise −4%
  • Chat −41%
  • Code gen −49%
  • Agentic −20%
9Qwen3 Next 80B A3B Instruct Qwen1417.3 +42.3$0.268
  • Balanced −39%
  • Summarise −54%
  • Chat −33%
  • Code gen −28%
  • Agentic −45%
10GPT-6 Luna OpenAI1391.5 +16.5$0.200
  • Balanced −54%
  • Summarise −67%
  • Chat −58%
  • Code gen −52%
  • Agentic −71%
11Qwen3 30B A3B Instruct 2507 Qwen1384.1 tie$0.143
  • Balanced −67%
  • Summarise −65%
  • Chat −68%
  • Code gen −69%
  • Agentic −66%
12MiMo-V2.6-Pro Xiaomi1491 +116$0.478 chat
  • Chat −13%
  • Code gen −6%
  • Agentic −33%
13MiMo-V2.5-Pro Xiaomi1465 +90$0.480 chat
  • Chat −13%
  • Code gen −6%
  • Agentic −33%
14Qwen3.7 Plus Qwen1454.6 +79.6$0.312 agentic
  • Agentic −14%
15Qwen3.8 27B Qwen1440.7 +65.7$0.183 summarise
  • Summarise −36%
16MiniMax M3 MiniMax1432.1 +57.1$0.257 summarise
  • Summarise −11%
  • Chat −2%
  • Agentic −26%
17GPT-5.6 Luna OpenAI1431 +56$0.199 summarise
  • Summarise −31%
  • Chat −1%
  • Agentic −33%
18Inkling Small Thinking Machines1413.7 +38.7$0.354 agentic
  • Agentic −2%
19MiniMax M2.7 MiniMax1404.6 +29.6$0.277 summarise
  • Summarise −4%
  • Agentic −19%
20Solar Pro 4 Upstage1386.2 +11.2$0.277 summarise
  • Summarise −4%
  • Agentic −19%

Alternatives with recorded capability losses 11

These improve score or price without worsening the other under the listed workloads, but reduce at least one recorded capability. Read the last column before switching.

ModelIntelligence$/MHolds underRecorded capability loss
Gemma 4 31B Google1443.4 +68.4$0.205
  • Balanced −53%
  • Summarise −47%
  • Chat −56%
  • Code gen −58%
  • Agentic −51%
  • 115K → 16K max output
DeepSeek V3.2 DeepSeek1424.5 +49.5$0.290
  • Balanced −34%
  • Summarise −20%
  • Chat −51%
  • Code gen −54%
  • Agentic −45%
  • 115K → 66K max output
Qwen3 235B A22B Instruct 2507 Qwen1419.3 +44.3$0.205
  • Balanced −53%
  • Summarise −61%
  • Chat −50%
  • Code gen −48%
  • Agentic −56%
  • 115K → 16K max output
Qwen3 VL 235B A22B Instruct Qwen1420.1 +45.1$0.370
  • Balanced −15%
  • Summarise −28%
  • Chat −19%
  • Code gen −14%
  • Agentic −31%
  • 115K → 33K max output
Step 3.5 Flash StepFun1403 +28$0.150
  • Balanced −66%
  • Summarise −62%
  • Chat −67%
  • Code gen −69%
  • Agentic −64%
  • 115K → 66K max output
Qwen3.5-Flash Qwen1397 +22$0.114
  • Balanced −74%
  • Summarise −74%
  • Chat −74%
  • Code gen −74%
  • Agentic −74%
  • 115K → 66K max output
Qwen3.5-35B-A3B Qwen1394.4 +19.4$0.355
  • Balanced −19%
  • Summarise −45%
  • Chat −17%
  • Code gen −7%
  • Agentic −41%
  • 115K → 33K max output
GLM 4.5 Air Z.ai1383.9 tie$0.310
  • Balanced −29%
  • Summarise −53%
  • Chat −30%
  • Code gen −21%
  • Agentic −52%
  • 164K → 131K context
  • 115K → 98K max output
Gemini 3.1 Flash Lite Preview Google1415.7 +40.7$0.248 summarise
  • Summarise −14%
  • Agentic −16%
  • 115K → 66K max output
Qwen3.5-27B Qwen1408.9 +33.9$0.263 summarise
  • Summarise −8%
  • 115K → 66K max output
GLM 4.6V Z.ai1376.8 tie$0.259 summarise
  • Summarise −10%
  • Chat −15%
  • Code gen −9%
  • Agentic −33%
  • 164K → 131K context
  • 115K → 33K max output

What this compares, and what it leaves out

  • Quality is LMArena Elo, used under CC BY 4.0 from the official dataset. The 95% confidence interval on a difference between two scores is about ±10.47 points, so a gap smaller than that is marked tie rather than an improvement — see significance bands.
  • 204 further models at this delivery mode carry a price but no independent score. They are absent from the comparison in both directions — unrated is not a zero, and an unmeasured model is neither an alternative nor a worse buy.
  • Retired models are never offered as an alternative, and a model only competes against its own delivery mode: batch trades latency for price, so it is not a like-for-like swap.
  • Nothing here measures latency, throughput, rate limits or how a model behaves on your prompts. Two models with the same index score are not interchangeable.
  • Models with no higher-scoring or cheaper alternative that is no worse on the other axis are on the value frontier. Models with such an alternative are listed here.
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