Compare / DeepSeek V4 Pro 0423 vs Inkling
DeepSeek V4 Pro 0423 vs Inkling
Which is cheaper, which is more capable, and which does better at each kind of work, from 23 results on 3 sources that measured both models.
DeepSeek V4 Pro 0423 or Inkling? The short answer
- Inkling is cheaper: $1.72 against $1.98 per million tokens, 13% less.
- DeepSeek V4 Pro 0423 scores higher on the Artificial Analysis Intelligence Index: 36.0 against 25.0.
- Inkling writes faster: 166 tokens a second against 115.
- On our business benchmarks, DeepSeek V4 Pro 0423 ranks higher for reasoning and knowledge, writing and sticking to the facts.
- On our business benchmarks, Inkling ranks higher for agents and tool use.
At a glance
| DeepSeek V4 Pro 0423 | Inkling | |
|---|---|---|
| Price per million tokens | $1.32 in · $3.96 out | $0.95 in · $4.05 out |
| Blended (3 in : 1 out) | $1.98 | $1.72 |
| Cheapest host, blended | $0.26 (StreamLake, FP8) | $1.72 (DeepInfra, FP8) |
| Intelligence Index | 36.0 | 25.0 |
| Spring Prompt overall | 31 | – |
| Output speed, tokens a second | 115 | 166 |
| Context window | 1,048,576 tokens | 524,288 tokens |
| Weights | Open | Open |
| Developer based in | China | the US |
Prices are the developer's list price where we have read it, otherwise the typical host on OpenRouter; see every model's price. Intelligence and speed from Artificial Analysis.
Which is better for what
Each model's rank among models available today, for each kind of work, from our own benchmarks and licensed sources. The better rank is in green.
| Use case | DeepSeek V4 Pro 0423 | Inkling |
|---|---|---|
| Decks from an analysisTurning a finished analysis into a deck you could present as it is | 17 of 18 | not measured |
| Marketing planningPlanning a year of ad spend without overspending | 13 of 18 | not measured |
| Agents and tool useMulti-step tasks with tools: support desks, coding agents, function calls | 77 of 161 | 56 of 161 |
| Professional workReal tasks from banking, consulting and law, business documents and freelance projects | not measured | 45 of 51 |
| Reasoning and knowledgeHard questions across science, maths and general knowledge | 28 of 195 | 64 of 195 |
| WritingWhat people prefer in blind comparisons, and judged writing quality | 29 of 187 | 59 of 187 |
| Sticking to the factsSummarising without inventing things, and factual answers | 55 of 153 | 75 of 153 |
| Speed under pressureGood decisions against a real clock (fast chess) | 22 of 22 | not measured |
Every shared result
| Benchmark | Metric | DeepSeek V4 Pro 0423 | Inkling |
|---|---|---|---|
| Arena (formerly LMArena)reported | Confirmed task successIPS effect estimate | -0.04 | -0.22 |
| Arena (formerly LMArena)reported | Praise over complaintIPS effect estimate | -0.02 | -0.22 |
| Arena (formerly LMArena)reported | SteerabilityIPS effect estimate | -0.03 | -0.12 |
| Arena (formerly LMArena)reported | Tool groundingIPS effect estimate | -0.00 | -0.00 |
| Arena (formerly LMArena)reported | OverallArena rating | 1,455 | 1,452 |
| Arena (formerly LMArena)reported | Business, management and financeArena rating | 1,460 | 1,444 |
| Arena (formerly LMArena)reported | Creative writingArena rating | 1,446 | 1,384 |
| Arena (formerly LMArena)reported | Expert promptsArena rating | 1,480 | 1,474 |
| Arena (formerly LMArena)reported | Instruction followingArena rating | 1,452 | 1,427 |
| Arena (formerly LMArena)reported | OverallArena rating | 1,458 | 1,442 |
| Arena (formerly LMArena)reported | Writing, literature and languageArena rating | 1,451 | 1,403 |
| Artificial Analysisreported | Artificial Analysis Coding Indexindex score | 68.8 | 52.1 |
| Artificial Analysisreported | Artificial Analysis Intelligence Indexindex score | 36.0 | 25.0 |
| Artificial Analysisreported | GPQA Diamond% of questions | 92.8% | 87.2% |
| Artificial Analysisreported | Humanity's Last Exam% of questions | 41.0% | 31.9% |
| Artificial Analysisreported | Long-context reasoning (AA-LCR)% of questions | 80.3% | 77.3% |
| Artificial Analysisreported | Output speedtokens per second | 115 | 166 |
| Artificial Analysisreported | SciCode% of problems | 51.0% | 47.0% |
| Artificial Analysisreported | Terminal-Bench 2.1% of tasks | 78.7% | 55.1% |
| Artificial Analysisreported | Terminal-Bench 4.0% of tasks | 14.1% | 1.0% |
| Artificial Analysisreported | Time to first answer tokenseconds | 0.91 | 14.3 |
| Artificial Analysisreported | Τ-bench banking% of tasks | 39.6% | 29.1% |
| SimpleQA Verified (Epoch AI)reported | Correct answers% of questions | 47.0% | 40.3% |
Bold green marks the better value on that metric. Where a source reports ranges that overlap, the difference may not be meaningful; see the benchmark page for ranges.
Quick answers
Is DeepSeek V4 Pro 0423 better than Inkling?
It depends on the task. Among models available today, on our benchmarks and licensed sources, DeepSeek V4 Pro 0423 ranks higher for reasoning and knowledge, writing and sticking to the facts; Inkling ranks higher for agents and tool use.
Which is cheaper, DeepSeek V4 Pro 0423 or Inkling?
Inkling costs $1.72 per million tokens (three input to one output), against $1.98 for DeepSeek V4 Pro 0423.
Which is faster, DeepSeek V4 Pro 0423 or Inkling?
Inkling writes about 166 tokens a second on its usual API, against 115 for DeepSeek V4 Pro 0423 (Artificial Analysis).
Run DeepSeek V4 Pro 0423 and Inkling on your own prompt
Benchmarks aren't your data. Try both side by side in the playground, with the cost of every answer.