Morph V3 Fast vs GPT-5 Chat
Too close to call on our weighted score (Morph V3 Fast 32, GPT-5 Chat 31). The right pick depends on what you value most.
Morph
Morph V3 Fast
32/100- ECI—
- Price$0.80 / $1.20
- Context262K
OpenAIGPT-5 Chat
31/100- ECI—
- Price$1.25 / $10.00
- Context400K
Add a model
Make it a three-way comparison.
Too close to call
It is close. Our weighted score puts them within 1 points (Morph V3 Fast 32/100, GPT-5 Chat 31/100), so choose by what matters most for your work: Morph V3 Fast on price and GPT-5 Chat for long inputs. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.
- CapabilityNot enough dataNo independent benchmark covers every model here yet
- Lowest priceMorph V3 FastMorph V3 Fast $0.90 · GPT-5 Chat $3.44 per 1M tokens (3:1 blend)
- Longest contextGPT-5 ChatGPT-5 Chat 400,000 · Morph V3 Fast 262,144 tokens
- Widest inputsGPT-5 ChatMorph V3 Fast: Text · GPT-5 Chat: Text, Images
- Self-hostingNo open weightsBoth are available only through APIs
| Measure | Weight | Morph V3 Fast | GPT-5 Chat |
|---|---|---|---|
| Price | 50% | 50 | 23 |
| Inputs & features | 30% | 0 | 35 |
| Context window | 20% | 37 | 44 |
| Overall | 100% | 32/100 | 31/100 |
Left out because at least one model lacks the data: capability. The remaining weights were rescaled.
Every spec in one table
Highlighted cells lead their row. Dashes mean the data is not published.
| Specification | Morph V3 FastMorph | GPT-5 ChatOpenAI |
|---|---|---|
| Capability | ||
| Capabilities Index (ECI) | — | — |
| ECI rank | — | — |
| Price per million tokens | ||
| Input | $0.80 (best) | $1.25 |
| Output | $1.20 (best) | $10.00 |
| Cached input | — | — |
| Blended (3:1) | $0.90 (best) | $3.44 |
| Long-context rate | Same rate | Same rate |
| Price source | Median of 5 providers | Median of 5 providers |
| Limits | ||
| Context window | 262,144 tokens | 400,000 tokens (best) |
| Max output | 131,072 tokens (best) | 128,000 tokens |
| Inputs and features | ||
| Text | Yes | Yes |
| Images | No | Yes |
| PDFs | No | No |
| Audio | No | No |
| Video | No | No |
| Reasoning | No | Yes |
| Tool calling | No | No |
| Structured output | No | No |
| Availability | ||
| Weights | Proprietary | Proprietary |
| API model ID | — | — |
| API providers | 5 | 5 |
| Released | Jul 7, 2025 | Aug 7, 2025 |
| Knowledge cutoff | — | Sep 30, 2024 |
What would a month cost?
Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.
- Morph V3 Fast$10.40
- GPT-5 Chat$32.50
Which should you choose?
Which is better: Morph V3 Fast or GPT-5 Chat?
It is close. Our weighted score puts them within 1 points (Morph V3 Fast 32/100, GPT-5 Chat 31/100), so choose by what matters most for your work: Morph V3 Fast on price and GPT-5 Chat for long inputs. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.
Which is cheaper, Morph V3 Fast or GPT-5 Chat?
Morph V3 Fast is cheaper at $0.80 input / $1.20 output per million tokens (median across 5 API providers). GPT-5 Chat costs $1.25 input / $10.00 output per million tokens (median across 5 API providers). At a typical mix of three input tokens to one output token, that is $0.90 per million tokens for Morph V3 Fast versus $3.44 for GPT-5 Chat (3.8× as much).
Which scores higher on benchmarks?
There is no independent benchmark that covers both models yet. Morph V3 Fast has not been scored yet and GPT-5 Chat has not been scored yet.
Which is better for coding?
There are no published SWE-bench Verified results for Morph V3 Fast and GPT-5 Chat yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. Note that Morph V3 Fast and GPT-5 Chat does not support tool calling, which most coding agents need.
Which has the bigger context window?
GPT-5 Chat has the largest context window at 400,000 tokens, against 262,144 for Morph V3 Fast. Maximum output per response: Morph V3 Fast up to 131,072, GPT-5 Chat up to 128,000 tokens.
Which can read images, PDFs, audio or video?
Morph V3 Fast accepts text; GPT-5 Chat accepts text and images. GPT-5 Chat handles the widest range of inputs.
Are any of these open source?
No. Morph V3 Fast and GPT-5 Chat are proprietary and only available through APIs and apps.
Which is newer?
GPT-5 Chat is the newest, released Aug 7, 2025. Morph V3 Fast came out Jul 7, 2025. Knowledge cutoff: GPT-5 Chat Sep 30, 2024.
How do you decide the winner?
Each model gets a 0–100 score on capability (50%, independent benchmark results); price (25%, blended price per million tokens (3 input : 1 output), log scale); inputs & features (15%, image, PDF, audio and video input, tool calling, structured output and reasoning); context window (10%, maximum tokens per request, log scale). Dimensions missing for any model are dropped and the remaining weights rescaled, so every model is judged on the same evidence. Specs and prices come from public model listings and the labs’ own API pages; capability scores come from independent benchmark runs. Data updated Nov 2, 2026.
