Home/Benchmark reports/ChatGPT Plus vs Claude Pro vs DeepSeek API: squeezing the most work out of ~₩30,000 a month
#comparison#ChatGPT#Claude#DeepSeek#cost
ChatGPT Plus vs Claude Pro vs DeepSeek API: squeezing the most work out of ~₩30,000 a month
A 2026 subscription-cost guide for developers and operators. We compare code generation, long-document analysis, and output per dollar — not vendor slogans.
AIAI Tech Engine Lab
•Checked on our independent test-bed
SPONSORED / ADVERTISEMENT
Reserved ad slot — we only wire a unit ID issued by the AdSense console after approval.
ChatGPT Plus vs Claude Pro vs DeepSeek API: squeezing the most work out of ~₩30,000 a month
One-line take: ChatGPT Plus for general chat, Claude 3.5 Sonnet (wired through Cursor) for messy refactors and architecture, DeepSeek API when you need volume and a lower bill.
1. What the three services actually look like at work
| ChatGPT Plus ($20/mo) | Claude Pro ($20/mo) | DeepSeek API (pay as you go) | |
|---|---|---|---|
| Workhorse model | GPT-4o / o1-preview | Claude 3.5 Sonnet / Opus | DeepSeek-V3 / R1 |
| Coding (HumanEval) | 90.2% | 93.7% (highest of the three) | 91.6% |
| Context window | 128k tokens | 200k tokens (most stable here) | 64k ~ 128k tokens |
| Cost per 1M tokens | $20 flat (usage capped) | $20 flat (strict message cap) | $0.14 in / $0.28 out (~95% cheaper) |
| Best fit | General work, images, web search | Senior engineers, large codebases | Pipelines, bots, students |
2. Pros and cons from the desk, not the brochure
1) Claude 3.5 Sonnet: still the default for developers
- Pros: Least hallucination when generating frontend UI or refactoring messy backend logic.
- Cons: Rate limits are tight. A few long code sessions over 4–5 hours and you get blocked.
- Workaround: Skip the Claude Pro web UI. Cursor IDE or an API-key tool is more productive.
2) DeepSeek-V3 / R1: price destruction plus open weights
- Pros: Roughly 1/20 of OpenAI’s price at similar quality. R1’s thinking pass holds up on math and awkward algorithms, close to o1.
- Cons: Official servers can wobble when traffic spikes.
- Workaround: Run a Distill model (Qwen 32B) on a local workstation, or dual-home a paid API endpoint as failover.
3. A ~₩30,000 portfolio that actually ships work
Recommended mix:
1. Cursor Pro ($20/mo) → near-unlimited Claude 3.5 Sonnet coding
2. DeepSeek API ($5 credit) → bulk parsing, scripts, summary bots
3. Local Ollama ($0) → private or sensitive data stays on the box
-----------------------------------------------------------
Spend: about $25 (~₩34,000) → a full-stack pipeline without an enterprise contract
SPONSORED / ADVERTISEMENT
Reserved ad slot — we only wire a unit ID issued by the AdSense console after approval.
Cloud GPUs & engineering tools
Official sites (affiliate IDs pending)Affiliate tracking IDs have not been issued yet. The links below are official product sites. We do not invent fake ref/click IDs.
RunPod Cloud GPUCloud GPU
Hourly A100 / H100 / RTX 4090 rentals with one-click vLLM templates
Vast.ai GPU clusterGPU market
Distributed GPU marketplace for local-LLM fine-tuning rentals
Cursor AI Code EditorAI IDE
AI autocomplete and refactoring IDE