Cost
00.0%
Cheaper
Neural$0.0000 USD
Base$0.0000 USD
Neural Optimizer
Oasis 500M + TBC Neural Optimizer
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Compare open-source video models before and after TBC optimization.
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Experience the power of neurally-optimized AI:
Generate video, interact with it live, and see the difference.
Choose a scene
Decart Oasis 500M
Oasis 500M + TBC Neural Optimizer
Ready- Frames/sec
- --
- Frame time
- --
- Total frames
- 0
This is TBC’s optimized model.
Click to play.
00:00.0Click to play.
Optimized session unavailable
Oasis 500M - Unoptimized Base
Ready- Frames/sec
- --
- Frame time
- --
- Total frames
- 0
This is the unoptimized base model.
Compare it to the model on the left.
00:00.0Compare it to the model on the left.
Base session unavailable
esc
Pause
w
A
S
D
Move
Turn
(Click to attack)
(Click to attack)
Space
Jump
Shift
Sneak
Video Quality
00.0%
Better
Neural$0.0000 USD
Base$0.0000 USD
Efficiency (FPS)
00.0%
Faster
Neural0.00 F/S
Base0.00 F/S
Cost
00.0%
Neural$0.0000 USD
Base$0.0000 USD
Events
Current viewer's paired session only
Waiting
Ready for a paired runBoth GPU sessions will report independently.
ReadyWaiting for live throughputWorker-reported frame telemetry appears during a run.
InfoReport quality scoring unavailableQuality is scored after generation at frame 200.
Unavailable0 / 0 frames
Live Runtime Trace
Worker-reported native throughput over the last 30 seconds
Waiting
Run a comparison to plot live telemetry.
No native throughput trace data yet.
Pipeline Breakdown
Per-frame stage timing and runtime concurrency
Current viewer's paired session only
Waiting
Sampled SpeedFrames per second measured from a sample of frames, not the full video. This can differ slightly from Average Speed, which covers the entire clip.
00.0%
Neural0.00 F/S
Base0.00 F/S
DecodeThe average time to turn the model's raw output into a viewable frame. Lower is better.
00.0%
Neural0 MS
Base0 MS
EncodeThe average time to prepare each frame for sending to your browser. Lower is better.
00.0%
Neural0 MS
Base0 MS
Active StreamsThe number of other video generations running on the same GPU at the moment this frame was rendered. Higher numbers mean more compute was shared, which can slow down generation.
00.0%
Neural0
Base0
Total FramesThe number of frames that each model generated during this run. Higher is better.
00.0%
Neural0
Base0
GPU MemoryThe amount of memory that one GPU used at its peak during this run. Lower is better.
00.0%
Neural0.0 GB
Base0.0 GB
Time to First FrameThe time from starting the video generation to your first frame appearing. Lower is better.
00.0%
Neural0 MS
Base0 MS
Average SpeedSpeed in frames per second over a full run, counting every step from making a frame to delivering it. Higher is better.
00.0%
Neural0.00 F/S
Base0.00 F/S
TPOF P9999th percentile Time per Output Frame: 99% of frames were produced at least this fast, and only the slowest 1% took longer. Lower is better.
00.0%
Neural0 MS
Base0 MS
TPOF P50Median Time per Output Frame: How long a typical frame takes to generate. Lower is better.
00.0%
Neural0 MS
Base0 MS
Video QualityVBench is a standardized Benchmark suite that scores generated video across multiple quality dimensions, like subject consistency, aesthetic quality, and imaging quality, then combines them into a single comparable score. Higher is better.
Final
Unavailable
Post-run report scoring pending
A separate scorer evaluates the completed frame-200 window.
- Dispersion
- Base 00.00 / TBC 00.00
- FVD
- Base 00.00 / TBC 00.00 (N=x)
Quality is scored after generation at frame 200.
Live Optimization Matrix
Waiting
/throughput
000000000000
/frame
000000000000
/sampler
000000000000
/decode
000000000000
/encode
000000000000
/memory
0000000000--
TBC change versus base across six recent one-second windows
RegressionParityImprovedStrong
Be the first to experience a new era of video generation.
This Fall, TBC is launching the world's first neurally-optimized video generation model. Request an invite to try the beta and experience the difference before everyone else.
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Ready to generate.
1/6
Things to know
You’re about to play Minecraft.
Pixels are the aesthetic.
Move the mouse to look around and turn your character.
Use W, A, S, D to move forward, left, backward, and right, Space to jump and Shift to sneak.
As you play the optimized video model on the left, compare it to the unoptimized, original model on the right.
How long before each model degrades or fades to black?
The optimized model on the left should run for longer before the quality degrades.
Which video moves faster, at a higher frame rate?
You'll notice that the optimized model feels more continuous in motion.
How bright and clear is each video image?
This is a subjective call: many users think the optimized model looks clearer.
Once you’re done, scroll down to the full metrics comparison, so you can see the difference between both models in quality, speed, and cost.
