01 / OVERVIEWWhat ChatGPT is today
ChatGPT began as a free research preview built on GPT-3.5 and has grown into a multi-tool workspace rather than a text-only chatbot.
The GPT-6 family separates flagship professional quality (Sol) and fast low-cost conversational work (Luna). Intelligent UI allows responses to dynamically render interactive visual elements directly in chat.
Reading note Product features and underlying models are documented separately. Roadmap items include only provider-announced work; rumors are excluded.
03 / THEN VS NOWGPT-5.5 vs GPT-5.6 Sol
The comparison uses provider-published capabilities and named evaluations, not a generic marketing score.
| Dimension | Previous | Current | Measured difference |
|---|
| Professional agent tasks | 46.9% on Agents' Last Exam | 52.7% | +5.8 percentage points (about 12.4% relative) |
|---|
| Research workflow capability | GPT-5.5 baseline | GPT-5.6 Sol | +16.2 points on OpenAI's internal aggregate RSI evaluation |
|---|
| Tool orchestration | Tool calls handled mainly through the host loop | Can write small in-memory programs and coordinate parallel agents | Fewer round trips for multi-step workflows |
|---|
| Product structure | Single generation with model variants | Sol / Terra / Luna capability tiers plus effort controls | More explicit quality, speed and cost choice |
|---|
04 / POWER EVIDENCENo honest single 'times more powerful' number exists.
Capability changes by task. The fairest published comparison is benchmark-by-benchmark; adoption or token volume is not treated as intelligence.
+12.4%Relative ALE gain
52.7% versus 46.9% for GPT-5.5 on long-running professional workflows.
Check evidence ↗< 1/2Coding time and tokens
Sol used less than half the time and output tokens of Claude Fable 5 on OpenAI's cited Coding Agent Index comparison.
Check evidence ↗61% lessCompletion time
Sol Max came within one point of Fable 5 on the AA Intelligence Index while finishing in 61% less time.
Check evidence ↗ 05 / FEATURES EXPLAINEDHow the important features work
What happens behind the button, where it helps and what to verify.
01Deep research
Plan and region dependentHow it works: Plans a research path, searches multiple sources, reads them and produces a cited synthesis instead of relying only on model memory.
Best use: Market scans, literature reviews and evidence-heavy questions
Watch: Always open the cited sources; a citation can still be incomplete or misinterpreted.
02Data and file analysis
Upload limits vary by planHow it works: Parses documents or tables and can use a code-execution environment to calculate, transform and visualize data.
Best use: PDF review, spreadsheets, charts and structured extraction
Watch: Check formulas, units and sampled rows before using results operationally.
03GPT-5.6 effort controls
Controls vary across Chat, Work, Codex and APIHow it works: Higher effort allocates more reasoning and, at the top end, can coordinate multiple workstreams; lower effort prioritizes speed.
Best use: Matching response cost and latency to task difficulty
04Voice and vision
Plan, platform and usage limits varyHow it works: Accepts speech and images as context and returns conversational or visual assistance through supported clients.
Best use: Hands-free help, visual inspection and accessibility
Watch: Do not treat visual or voice output as a substitute for expert inspection in high-stakes cases.
LIMITS
What the headline features do not guarantee
- Model, tool and usage availability differs between ChatGPT, ChatGPT Work, Codex and the API.
- Even cited or tool-assisted answers can contain errors; high-stakes claims need source-level verification.
- A higher reasoning setting usually increases latency and resource use; it is unnecessary for simple tasks.
06 / WHAT'S NEXTAnnounced roadmap, without speculation
Status reflects the provider's latest public wording. “No public date” means there is no verified launch schedule.
Rolling out
GPT-5.6 multi-agent
Multi-agent support launched in beta for supported workflows; availability and behavior may change during rollout.
Official announcement ↗Rolling out
Product-specific model tuning
OpenAI is separately tuning GPT-5.6 for everyday ChatGPT conversations while broadening Luna access for Free users.
Official announcement ↗No public date
Next named generation
OpenAI has not published a release date or guaranteed feature list for a successor to GPT-5.6.
07 / SOURCESPrimary sources
Provider announcements, help documentation and system information.
3 references- 1
- 2
- 3
Last editorial verification: 2026-11-02. Prices, access limits, preview status and model routing can change after this date.