All comparisons
OpenAIPhonic

GPT Realtime 2.1 Mini vs Phonic v1

Phonic v1 is ahead on reliability, success rate, agent responses, data accuracy, stalled calls and response time, and GPT Realtime 2.1 Mini on interruption and cost.

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Success rate by suite

Appointments59 scenariosMedicare23 scenarios
  • GPT Realtime 2.1OpenAI
    92%
    81%
  • GPT-Live 1 + Sol lowOpenAI
    97%
    49%
  • Gemini 3.8 Live ThinkingGoogle
    82%
    61%
  • Grok Think Fast 2.0xAI
    96%
    25%
  • Gemini 3.1 Flash LiveGoogle
    93%
    32%
  • Phonic v1Phonic
    97%
    14%
  • Realtime 2.1 MiniOpenAI
    84%
    4%
  • Nova 2 SonicAmazon
    80%
    6%
  • Cascade, GPT-4.1Not ranked
    97%
    83%
Each model's share of calls that passed every check, on each suite.

Every metric, side by side

Reliability

Scenarios that passed on all three runs.

Realtime 2.1 Mini
50.0%7th
Phonic v1
67.1%3rd

Phonic v1, 17.1 points higher

Success rate

Calls that passed every check.

Realtime 2.1 Mini
61.4%7th
Phonic v1
74.0%6th

Phonic v1, 12.6 points higher

Agent responses

Calls where the agent's replies reached the expected outcome.

Realtime 2.1 Mini
93.5%8th
Phonic v1
98.0%3rd

Phonic v1, 4.5 points higher

Data accuracy

Calls where everything the agent saved matched exactly.

Realtime 2.1 Mini
64.5%7th
Phonic v1
74.3%6th

Phonic v1, 9.7 points higher

Stalled calls

Calls where the agent went silent for 10 seconds or more.

Realtime 2.1 Mini
2.5%3rd
Phonic v1
0.0%1st

Phonic v1, 2.5 points lower

Interruption

How well it handled being talked over, 0 to 5.

Realtime 2.1 Mini
4.992nd
Phonic v1
4.888th

Realtime 2.1 Mini, 0.11 higher

Response time

Median time to start replying after the caller finishes.

Realtime 2.1 Mini
2.08s5th
Phonic v1
1.59s1st

Phonic v1, 0.49s sooner

Cost / min

One minute of call at the vendor's published rates.

Realtime 2.1 Mini
$0.0201st
Phonic v1
$0.1406th

Realtime 2.1 Mini, $0.120 cheaper

The small figure is the place among ranked models. The cascade is not ranked.

Phonic v1 answers first

Phonic v1 1.59s, Realtime 2.1 Mini 2.08s at the median.

Response time, median to p90

MedianTo p90
Medianp90
  • Phonic v1Phonic
    Phonic v1: median 1.59s, p90 1.86s
    1.59s1.86s
  • Grok Think Fast 2.0xAI
    Grok Think Fast 2.0: median 1.62s, p90 1.94s
    1.62s1.94s
  • GPT Realtime 2.1OpenAI
    GPT Realtime 2.1: median 1.94s, p90 2.46s
    1.94s2.46s
  • GPT-Live 1 + Sol lowOpenAI
    GPT-Live 1 + Sol low: median 2.02s, p90 2.42s
    2.02s2.42s
  • Realtime 2.1 MiniOpenAI
    Realtime 2.1 Mini: median 2.08s, p90 2.75s
    2.08s2.75s
  • Nova 2 SonicAmazon
    Nova 2 Sonic: median 2.18s, p90 2.76s
    2.18s2.76s
  • Gemini 3.8 Live ThinkingGoogle
    Gemini 3.8 Live Thinking: median 2.32s, p90 3.06s
    2.32s3.06s
  • Gemini 3.1 Flash LiveGoogle
    Gemini 3.1 Flash Live: median 2.88s, p90 4.00s
    2.88s4.00s
  • Cascade, GPT-4.1Not ranked
    Cascade, GPT-4.1: median 2.17s, p90 2.51s
    2.17s2.51s
2.0s3.0s4.0s
Seconds from the caller finishing to the agent starting to reply, per model.

What we saw on the calls

GPT Realtime 2.1 Mini

  • Gets most short-form calls right, at a fraction of the cost.
  • Sometimes mishears a phone number.
  • Drops details given earlier: not one long-form record was exact.
  • Rarely recovers when a tool returns an error.
Model
gpt-realtime-2.1-mini
Setting
Reasoning high
Voice
marin
Turn taking
Service turn detection
Audio
24 kHz
Cost
Averaged over the calls with a usage record.

Phonic v1

  • Level with the best on the short form, run after run.
  • Quickest to reply: no late reply, no stalled call.
  • Fails the long form's exact check: it fills in optional fields it should leave out, though the record would usually match.
  • Short-form slips are an extra tool call; it repeats calls more than most.
Model
phonic_v1
Setting
Intelligence high
Voice
sabrina
Turn taking
Service turn detection
Audio
16 kHz
Cost
The vendor's Starter plan rate per conversation minute, applied to each call's length; the Pro plan is $0.12.

Frequently asked questions

Is GPT Realtime 2.1 Mini or Phonic v1 more reliable?

GPT Realtime 2.1 Mini passed 41 of 82 scenarios on all three runs, and Phonic v1 passed 55. Phonic v1 is ahead, by 17.1 points.

Which saves caller data more accurately, GPT Realtime 2.1 Mini or Phonic v1?

GPT Realtime 2.1 Mini saved everything exactly right on 64.5% of the calls that save data, and Phonic v1 on 74.3%. On Appointments, 88.8% against 98.2%. On Medicare, 0.0% against 12.1%. A call counts only when nothing is missing, wrong, extra or saved twice.

Which responds faster, GPT Realtime 2.1 Mini or Phonic v1?

Phonic v1 starts replying 0.49s sooner at the median. GPT Realtime 2.1 Mini takes 2.08s at the median and 2.75s at p90; Phonic v1 takes 1.59s and 1.86s. Both are measured on the call audio, from the caller finishing to the agent starting to reply.

Which costs less, GPT Realtime 2.1 Mini or Phonic v1?

GPT Realtime 2.1 Mini costs $0.020 a minute of call and Phonic v1 $0.140, at each vendor's published rates. GPT Realtime 2.1 Mini is $0.120 cheaper a minute.

How were GPT Realtime 2.1 Mini and Phonic v1 compared?

Both ran as the whole agent in the same open-source Pipecat pipeline, with the same prompt, tools and phone line. A simulated caller worked through all 82 scenarios on live calls, three times each, 2,214 calls across the benchmark. A call passes only when the agent said the right things and saved the right data.